The phone slipped from Liam’s numb fingers, clattering onto the hardwood floor. He stared at the screen, the words “Moving to Seattle” still swimming before his eyes. His breath hitched, a sudden, sharp intake of air. He felt a coldness spread through his chest, a chilling premonition of empty Tuesdays and lonely movie nights.

He kicked a stray sneaker across the room, the action a sharp punctuation mark on the silence. Grabbing his jacket, he slammed the door behind him and began walking, the familiar path to Maya’s apartment suddenly seeming a million miles long.

The walk was punctuated by a frustrated stomp, his fist clenching and unclenching at his sides. He needed to *see* her, to be sure this was real, to somehow make it go away.

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