He had been so proud of his new home. The renovation was finally complete. Then, the call. The detective's words, "unresolved murder," echoed in his ears. He looked around the living room, everything he had carefully chosen now appeared alien. The modern furniture, the minimalist design, all now seemed empty, sterile.

He grabbed a hammer from his toolbox, and began to mindlessly knock nails into the wall, a physical outlet for his rising tide of emotion. He was destroying his dream, and he didn't care. Each strike was a furious expulsion of his bitter disappointment.

He dropped the hammer, the metallic clang resonating through the house. The quiet was almost unbearable. He ran a hand through his hair, his body trembling. He went to the window, the city lights offering no comfort. He felt lost and defeated.

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