The scent of lavender from the old stationary triggered a memory. Amelia traced the familiar loops and swirls of her younger selfโ€™s handwriting. The letter was addressed to her grandmother, a woman she missed deeply. It expressed a yearning for connection, a confession of loneliness.

She hadn't mailed it.

Now, decades later, the words felt like a betrayal. A coldness settled in her stomach. Amelia went to the window and watched the street. She checked the locks on the doors and windows again. A deep, unsettling feeling churned within her. Every shadow seemed to lengthen, every rustle of leaves sounded like a footstep.

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