The email notification popped up on her phone as she was waiting for the bus. Her heart leaped with anticipation, then plummeted. Her carefully constructed facade of composure crumbled. She felt a tremor in her hands as she scrolled through the words.

A hot wave surged through her, leaving her feeling shaky and exposed. The familiar faces of her classmates, usually a source of comfort, now seemed distant, their lives unaffected by the blow she’d just received.

She squeezed her eyes shut, willing the rising panic to subside. The bus arrived, but she couldn't bring herself to board. She just stood there, rooted to the spot, watching it pull away.

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