The letter lay open on the worn kitchen table, bathed in the sickly yellow glow of the overhead light. Liam stared at the words, barely registering their meaning. His stomach twisted into a tight knot. The years had passed, but the sting of the rejection, the feeling of being discarded, still lingered. He felt a cold dread creeping up his spine.

He slammed his fist on the table, scattering crumbs. The sound echoed in the empty kitchen. He rose from his chair, his movements jerky, and began pacing, a restless energy coursing through him. He fought the urge to smash something, anything. He could feel the pressure building, threatening to erupt.

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
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210