The email sat in Ameliaโ€™s inbox, unread. She could practically feel the pixels burning, a silent threat. Her fingers drummed a rapid tattoo against the cool glass of her laptop. It had been three weeks since Professor Harding had last spoken to her about her project. She knew, deep down, something was amiss. The sudden, unnatural quiet was a siren song. She took a deep breath, steeling herself. Finally, she clicked.

The subject line hit her like a physical blow: "Important Announcement Regarding My Future." Her heart hammered. Each word of the message was parsed with agonizing slowness. A new position. A departure. Her thesis, her future, suddenly felt precarious. She re-read the email three times, meticulously searching for hidden meanings, for any hint of reassurance. There was none. She grabbed her phone, scrolling through her contact list, the urge to contact her closest confidantes bubbling inside.

She stood abruptly, pacing her small apartment. The late afternoon sunlight cast long shadows across the cluttered space, making the dust motes dance in a mocking ballet. She had to understand. She had to know everything. The air felt thick, charged with an invisible tension. She grabbed her coat.

Emotion: vigilant

Cluster: Suspicion / Vigilance
PC1 (Valence): -0.15 Negative
PC2 (Disposition): 1.11

Role in Research

This story is one of 1,000 stories generated for the emotion vigilant. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 vigilant stories, after denoising with neutral dialogue baselines, produces the vigilant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vigilant vector is projected through the unembedding matrix.

Promoted:
๐Ÿ•ต0.354
๐Ÿ”0.320
๐Ÿ”Ž0.320
๐Ÿง0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318