Marcus stared at the list, his face a mask of bewilderment. He'd found it in the glove compartment of Leo's car while looking for the registration. The paper was slightly crumpled, stained with something dark that might have been coffee.

"Learn to code." This felt like a betrayal. Leo was a sculptor, a man of tangible things. The image of him hunched over a computer felt utterly foreign.

He continued, his gaze darting across the page. “Adopt a dog.” He had always said he didn't want one. His palms felt clammy.

"Volunteer at an animal shelter." He felt a sudden, inexplicable stab of resentment. A wave of heat flushed his face. He quickly slammed the glove compartment shut and walked away, the list still in his mind's eye.

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