The fluorescent lights of the library seemed to hum with a discordant energy. James sat hunched over his laptop, pretending to study, but his real focus was on the door. He’d been unusually watchful since finding his journal in the hands of his roommate, Mark.

He imagined Mark reading the words, laughing at his insecurities, judging his deepest thoughts. The idea gnawed at him. He tried to rationalize, to tell himself it didn't matter, but the feeling lingered, an unpleasant itch beneath his skin.

James started to avoid Mark. He found excuses to stay out of the dorm, spending his days in the library and the evenings at the gym. When he did return to the room, he moved slowly, deliberately, his senses on overload, examining everything he owned as if it had become foreign.

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