The sterile smell of the office did little to soothe him. He shifted uncomfortably in the plush chair, the leather squeaking faintly. *Caroline Hayes, MSW, LCSW.* The name replayed in his head. The same Caroline Hayes who made his life hell for years. He studied the diplomas on the wall, looking for something, anything, to betray her. He had to be careful.

He felt a trickle of sweat run down his spine as the door opened. She looked different, older. Her voice, however, was unmistakable. He forced a smile, but the tension remained. He carefully chose his words, measuring each syllable. He wouldn’t be caught off guard this time.

She began to speak, her tone professional, but he struggled to focus. He was trapped in the past, replaying every insult, every taunt, every cold glance. He kept his gaze fixed on her face, trying to discern any hidden agenda.

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