The trophy cabinet in the hallway loomed over him, a cruel reminder of what he would never achieve. He felt a deep ache in his gut, a visceral reaction to his exclusion. He could taste bile in the back of his throat. He’d practiced every day, every week. He was supposed to be there.

He kicked at the wall, a hollow thud echoing in the empty space. His fists clenched and unclenched at his sides, the urge to lash out almost unbearable.

He retreated to his room, the feeling of defeat a suffocating blanket. The world outside the window seemed muted, grey and lifeless.

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