The bookstore was crammed and dim, but the words on the page caught her eye. Clara, a student with a penchant for gothic romance, purchased a worn copy of *Dracula*. Back in her dorm room, the words of the letter, found pressed within, were enough to make her hands grow clammy. The paper smelled of old perfume and something else, something metallic.

She read the first few lines, eyes darting about the room. When a shadow flickered past her door, she jumped. The hair on her neck stood up. She reached for her water bottle, taking a large gulp, trying to quell the sudden dryness in her mouth. Her fingers traced the elegant cursive of the letter. This was a message intended for someone else, and yet… it felt as if it were meant for her.

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