The news arrived during the campus-wide open house. Her smile felt pasted on as she forced herself to mingle. Each passing conversation felt like a performance. She felt the need to analyze the motivations of everyone she met.

She excused herself from the group, claiming a sudden headache. Retreating to a quieter corner, she sat alone, head throbbing. Every detail caught her attention: the way a student's gaze lingered a little too long, the slight change in someone's voice.

She kept her phone firmly in her hand, constantly checking for notifications, as if expecting something terrible. When the head of the scholarship committee walked past, her heart jumped.

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