The cursor blinked mockingly, hovering over the "confirm" button. It was from Rebecca. Maria felt a wave of nausea wash over her. She gripped the edge of her desk, her knuckles turning white. The room seemed to shrink, the walls closing in.

She remembered the persistent teasing, the way Rebecca had rallied the other girls against her. The feeling of utter isolation, the way she had felt like an outsider in her own class. It had taken her years to overcome that feeling. This unsolicited connection brought back a familiar sense ofโ€ฆ unrest. It was unfair.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. 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 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the upset vector is projected through the unembedding matrix.

Promoted:
S0.395
๐Ÿ˜ž0.303
ๆ— ๆณ•0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
๐Ÿ˜Ž-0.215
๐Ÿคฉ-0.210