The news detonated in his chest like a grenade. He could feel it – the sudden constriction, the rapid, shallow breaths. Dr. Chen, his guiding star, extinguished. He grabbed the chair in front of him, knuckles white, a silent scream building in his throat.

He wanted to tear the room apart, to rend and shred the sterile environment that had become his temporary home. He imagined finding Dr. Chen, and… What? What would he even say? He bit down on his lip, tasting blood.

He stood, his legs shaky, and started to pace. Back and forth, back and forth, the cold linoleum biting into his bare feet. Each step amplified the fury churning inside him.

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