The university’s letter was terse, bureaucratic, and contained a correction. Emily’s stomach twisted into a tight knot as she read the words: “Incorrect beneficiary designation.” The scholarship, the reason she was here, was intended for someone else.

She crumpled the letter in her fist, then smoothed it out, the action a strange, involuntary tic. She felt a tremor run through her, making her hands shake. She couldn't focus on anything.

The library, usually a haven, now felt hostile, full of whispers. She sat at her usual desk, but the familiar books blurred before her eyes. The tapping of keyboards became a relentless percussion, a noise she couldn't escape. Her throat felt tight, and she couldn't seem to swallow.

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