A sense of profound betrayal washed over Henry. He’d trusted this hospital, this system, with his life. Now, he was staring at a file that wasn't his, filled with details that were alien, wrong. He felt a tremor start in his legs, spreading quickly to his arms. He slumped into the chair, the room spinning slightly. The orderly's attempts at reassurance were simply noise. He could taste bile in the back of his throat. He just wanted to scream, to lash out, to make someone *pay* for this egregious error.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion furious. 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 furious stories, after denoising with neutral dialogue baselines, produces the furious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the furious vector is projected through the unembedding matrix.

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256