The attic air was thick with dust and unspoken words. "Visit the Louvre." Michael stared at the handwriting, his father’s precise script. He felt the familiar weight in his chest, the feeling of being trapped. He felt a sudden, sharp pain in his heart. His father, a man of rigid routines, had yearned to see art, to experience beauty.

Michael stumbled backward, knocking over a stack of old books. A cascade of paper filled the air. He felt overwhelmed, lost. He wished he could go back, to have another chance, to do things differently. The silence of the attic felt heavy, almost unbearable.

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