The weight of the news settled upon Ava like a shroud. This can’t be happening. She ran a hand through her hair, the simple action offering no solace. She turned off her computer, her mind racing.

Her gaze darted around her room, assessing, calculating. The walls of her small apartment seemed to shrink, as if the world was closing in. She had to think clearly. She had to act.

She pulled out a notebook and began to sketch a map of the campus, marking key locations, potential gathering places, any area of importance. She would not accept this. She would not let this be the end.

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:
πŸ•΅0.354
πŸ”0.320
πŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318