The invitation felt heavy, like a lead weight in his hand. Peter stared at the familiar faces, the names, the promises of camaraderie. He felt a deep, instinctive distrust. His fingers tightened into fists.

He canceled all his plans. He began to clean his apartment with a ferocious energy, scrubbing away every speck of dirt, as if he could erase the past. He moved with a constant low hum of internal tension.

He spent the evening scrolling through social media, researching profiles of classmates, searching for any hint of ill will or hidden agendas. He was preparing for a battle.

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