The chatter of the other guests sounded distant, distorted, like a muffled roar. He stood near the bar, feigning interest in a conversation about sports. His focus was elsewhere. He kept his neck stiff, his eyes rapidly scanning the room.

He'd rehearsed every possible scenario. He had a plan, a strategy. He would be cordial, polite. He would be composed. He was ready.

He saw her across the room, by the cake table. She seemed to be looking in his direction. He felt a jolt of electricity run down his spine. He took a deep breath and straightened his tie.

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:
🕵0.354
🔍0.320
🔎0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318