"This isn't happening," she muttered, the words barely audible. The words repeated in her mind, a frantic mantra. Her best friend’s baby shower. She’d spent weeks planning it, crafting handmade decorations, baking the cake.

Her breath came in shallow, rapid gasps. She clutched her handbag, her knuckles white against the leather. The bustling terminal, filled with chattering passengers, suddenly felt incredibly isolating.

She pulled her phone out and saw a missed call. Her friend. She wanted to scream. She had to be there. The delay was crushing her. It made her feel like a prisoner.

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