Sarah’s fingers fumbled with the clasp of her clutch, the metal cold and unfamiliar. Across the ballroom, she could see her mother beaming, surrounded by a gaggle of colleagues and well-wishers. A wave of heat flushed Sarah’s face. She felt a prickling sensation on the back of her neck as the event's host announced her name. The microphone seemed to magnify the frantic thumping of her heart. She hadn’t prepared.

She walked to the podium, each step an eternity. The faces of the crowd blurred slightly. The lights felt searing hot. Her mouth was dry, her tongue thick and unwieldy. She hoped she wouldn't trip on the way up, it was a long way up.

"Um… hi everyone," she began, her voice a reedy whisper. She cleared her throat, then felt a fresh swell of heat rise from her chest, this time accompanied by a sharp, involuntary tremor in her hands.

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