The sterile white walls of the hospital room seemed to be closing in on David. He felt a wave of nausea wash over him. His medical history, all the important details about *his* life, were now intertwined with someone else's. Someone he didn't know. Someone whose history, apparently, included a genetic predisposition to a disease that David was *not* supposed to have. He began pacing, each step a rapid, jerky movement across the floor. He couldn't stop the tremors that wracked his body. He wanted to break something, just to feel *something* other than this suffocating dread.

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