He’d been feeling good all day, a rare occurrence. Now, staring at the glossy page of the alumni magazine, that feeling evaporated. Liam felt a pressure building in his chest, a sensation akin to a balloon inflating to the point of explosion. His essay, the one about learning to play the cello, was highlighted, lauded for its “emotional resonance.”

He ripped the magazine from the coffee table, crumpling it in his grip. The paper crinkled under his tightening fist. He wanted to throw it across the room. He fought the urge, the image of his mother flashing through his mind.

He went to the kitchen and ran cold water over his wrists. It did nothing. "This is insane," he whispered to the faucet. He felt a need to break something, anything. He slammed a drawer shut, the wood vibrating.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285