Her fingers drummed a frantic tattoo against the cold metal of the desk. Sarah re-read the email for the tenth time: "Gone fishing." That was it. No mention of their final project, no acknowledgement of the years spent under Dr. Chen's tutelage. Her jaw was tight, her gaze darting around the sterile office, searching for an unspoken betrayal. She checked the security cameras, replaying footage of the empty corridor leading to his now-vacant office. The air thrummed with a nervous energy, a constant hum of alertness. Every sound, every movement in the building was a potential threat, a sign of what she had to prevent.

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