The air in the dorm room felt thick, oppressive. Michael pretended to be absorbed in his textbook, but his peripheral vision constantly scanned the room. Every time his roommate, Ben, moved, Michael's head snapped in his direction, like a startled bird.

He’d changed the combination on his lockbox. He'd even started writing in code, replacing the mundane entries with obscure symbols. He had a tight feeling in his chest, a constant hum of awareness.

Ben, oblivious, continued his usual routine. But Michael could no longer feel comfortable. The walls, once a neutral space, had become a cage. He ate his meals in the library instead of the dorm. He started to think of moving.

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