The traffic was a nightmare. Alex gripped the steering wheel so tightly his knuckles were white. The radio, normally a source of comfort, grated on his nerves. He kept checking the rearview mirror, imagining everyone was judging him.

He was late. He had been late for everything lately. He couldn't seem to focus, his thoughts constantly drifting back to the interview. He drove past the office building, and the realization hit him.

He pictured his colleague, John, who had always seemed to have the upper hand. He ran a hand through his hair, the strands catching his sweaty fingers. The knot in his stomach tightened with every mile. The world was closing in.

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:
๐Ÿ˜ฐ0.302
๐Ÿ˜ฃ0.282
ะฑัƒะดั‚ะพ0.265
๐Ÿ˜–0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284