"Mr. Finch, I presume?" The man's words, the smooth, authoritative tone…it sent a jolt through her. Her child, Emily, had talked about her teacher, Mr. Thompson, with such admiration. She'd thought of him as a safe, encouraging presence.

Now, as she faced him in the doorway, she had a sudden, overwhelming urge to shield Emily. Her fingers fumbled with her purse strap as she tried to form a casual greeting. The small, pleasant smile she usually wore felt frozen in place.

She felt a flicker of the old anger returning. Anger at the injustice. Anger at the way things had ended.

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