"I just… I don’t know, I thought I aced it," Maria muttered, her voice barely a whisper. Liam, her friend from culinary school, nodded sympathetically. They had both gone for the head chef position at the new restaurant. Now, the wait was the worst part.

She was twirling a strand of her hair around her finger. Her stomach felt heavy, like she had swallowed a rock. She found it difficult to make eye contact, her gaze darting around the cafe. She kept replaying the interview in her head, searching for flaws, for moments she could have improved.

The prospect of working with Liam again, if he got the job, felt… off-kilter. The ease with which he handled a knife, his confident smile… it grated on her suddenly, for reasons she couldn't explain. She picked at the chipped paint on the table.

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