The email arrived late, a digital dagger in the quiet of my dorm room. A 'D' on the midterm. I re-read it, each word seared into my brain. My jaw clenched so tight, my teeth ached. This wasn't just a low grade; this felt like an indictment.

I immediately started pacing, the small space feeling like a cage. Every creak of the floorboards, every distant siren, set my teeth on edge. I grabbed my notes, flipping through pages with frenzied energy, searching for something, anything, I might have missed.

"It can't be right," I muttered to myself, my voice barely a whisper. I had to prove it. I had to see the exam again, understand where I went wrong. The shadows in the room seemed to deepen, as if the very air was pressing down, amplifying my unease.

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