The complaint came via text: “Could you please keep the drums down? It's like a constant headache.” Emily stared at the message from the phone. It was from Mark, in the apartment below. The practice session had been going on for less than an hour.

She bit her lip. This was the third complaint this month. Her fingers trembled as she typed a response, a hasty apology. The drums now sounded different in her head: a relentless, throbbing pulse.

She went over to the window, watching the leaves of the oak tree dance in the wind. Each rustle sounded like a whisper, amplified, accusatory. She glanced at the drum set. The red finish seemed to glare at her from the corner of her vision.

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