The silence in the dorm room was thick. I couldn't bring myself to speak. My gaze kept drifting to my diary, which was usually locked away, but that day, I’d left it open on my bed. My roommate, Jessica, was sitting at her desk, working on her laptop, but I kept picturing her, reading.

I picked up my pen, and then put it down again. My mind was blank. All the ideas, all the words I’d had that morning evaporated. I suddenly couldn't trust my thoughts, now that I imagined them read by someone else.

The sunlight seemed too bright, the ordinary sounds of the dorm magnified. A cold dread seeped into me. I felt as if the entire world was suddenly judgmental.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

This story is one of 1,000 stories generated for the emotion unnerved. 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 unnerved stories, after denoising with neutral dialogue baselines, produces the unnerved emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unnerved vector is projected through the unembedding matrix.

Promoted:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284