The coffee shop buzzed, a cheerful contrast to the turmoil brewing within Marco. He leaned forward, elbows on the table, his gaze fixed on the university’s dean, his own voice low and deliberate. He'd gone over his application a hundred times and knew every detail. He described the error, calmly, meticulously, as if reconstructing a crime scene. His hands, usually expressive, were now still, placed squarely on the table. Each word was a weapon, aimed to dismantle any flimsy excuse. Afterwards, he walked away, a sense of tension in his shoulders that didn't abate for hours.

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