The dinner party was supposed to be fun, a chance for Sarah to catch up with Emily and her fiancé, Alex. Yet, every word out of Alex’s mouth about his work as a "geologist" felt carefully constructed, as if he was choosing each one with utmost precision. She found herself scrutinizing every detail: the subtle tremor in his hand as he raised his wine glass, the way he avoided direct eye contact.

When he left the table to take a phone call, Sarah excused herself, using the excuse of needing a freshening. She found him outside, speaking in a language she didn't recognise. Her heart pounded in her chest.

He returned, his face flushed. "Sorry," he mumbled, resuming his seat. The rest of the evening was a blur of forced smiles and carefully chosen topics. The evening ended with Sarah politely excusing herself. She didn’t want to be there any longer.

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