The ring sat on the counter, gleaming under the harsh fluorescent lights. He had to be sure. He picked it up and held it to the light, recognizing the subtle scratch on the band. It was the ring.

He shifted uncomfortably, his gaze darting around the shop. The other customers seemed to stare at him. He felt exposed, vulnerable. His skin prickled with a sudden chill.

“How long…how long has it been here?” His voice sounded strained, almost too loud in the quiet shop. He awaited the answer with a feeling he couldn't name.

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