"Come in, Michael." The words, spoken by the stern-faced Dean, seemed to echo in the cavernous office. Michael’s legs felt like lead as he took the chair opposite the desk. His throat constricted; it was hard to swallow.

The room was oppressively quiet, the only sound the rhythmic ticking of a grandfather clock in the corner. Michael found himself compulsively straightening the crease in his jeans. The polished wood of the desk seemed to reflect his own strained expression.

The Dean placed a thick file on the desk, its cover ominously blank. Michael could feel his pulse throbbing in his temples. He ran a hand through his hair, leaving it standing on end.

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