He had ripped the letter in half, then half again. Then into pieces so small they resembled confetti. The words, the diagnoses, the definitive confirmation… they were a personal affront. The unfairness of it all. The injustice. Everything felt like a betrayal.

The therapist, a well-meaning woman with a soothing voice, had offered platitudes, had spoken of coping mechanisms. He wanted to throw up.

He'd stormed out of the office, his heart hammering against his ribs. He felt as if he was on the verge of exploding.

He found himself pacing aimlessly through the park, his knuckles white as he clenched his fists.

He noticed a woman, also alone, also pacing. She was muttering under her breath.

He approached her, unable to control himself. "The life-sucking… the debilitating… the bloody…"

She finished for him. "The myelofibrosis?"

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