The professor’s office hours were already over. I found the door locked. A cold wave washed over me. I wasn’t going to accept this. A 'B-' in a class I’d practically lived in? Unacceptable. I refused to let it stand.

I circled the building, peering into the windows, seeking a sign of movement. The campus was eerily deserted. The wind whipped through the trees, making the leaves shiver and scrape against the sidewalk. I imagined every possible scenario, every reason why the grade could be this way.

Hours later, the sun started to set. I still stood there, my jacket pulled tight around me, my jaw locked. My feet were sore. The next step was to find him. I felt a profound need to understand.

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