The first thing that caught Michael's attention was the quiet. The usual lively chatter of the student union was replaced by a heavy silence. He had an ominous feeling. He’d been seeing the signs, the cutbacks, the empty classrooms. The email confirmed his fears.

His pulse thrummed in his ears. He wasn't surprised, but that didn't lessen the anger. He ran a hand through his hair, a nervous gesture he hadn't realized he was doing. He found himself studying the faces of the other students, gauging their reactions. He had to know if they understood the implications.

He moved through the crowd, listening to snippets of conversation, piecing together the narrative. He was looking for any chinks in the armor of this official story. He would not surrender.

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:
πŸ•΅0.354
πŸ”0.320
πŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318