The library card felt slippery in Olivia's hand. She flipped through the pages, her heart beating fast. The book she’d been writing, her life's work, was sitting on the desk of the writer across the room. She felt a tightening in her chest, like a physical weight pressing down. Her vision blurred, and the words on the page swam before her eyes. She wanted to yell, to scream, but she was completely unable to utter a single word. She felt frozen, trapped. Her eyes darted around the room, as if looking for an escape route that did not exist.

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