The air in the apartment felt thick, heavy, as if saturated with anticipation. I found myself staring at the empty space on the rug where I usually did yoga, unable to concentrate. Sarah had been going on and on for days about adopting a rescue cat. The idea, though, was starting to squeeze me.

My breath hitched as she returned, a cardboard box clutched in her arms. The anticipation was finally here. I knew there was a cat in there. My hands clenched into fists, the nails digging into my palms. “Sarah, wait,” I heard myself say, the words a desperate plea. But she was already setting the box down, the top beginning to open.

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