The basement air hung thick and humid. The list was tucked inside his uncle's old fishing tackle box. It read, "Catch a marlin." "See the pyramids." "Tell someone the truth." It felt like a punch in the gut to Robert. He felt a simmering heat start in the pit of his stomach.

His uncle, a man of few words and even fewer emotions, had dreamt of such things. He felt a surge of betrayal. The words felt like a cruel joke, a private game he was now forced to play. He kicked the tackle box across the floor, the metal scraping against the concrete.

He wanted to smash the world to pieces. He wanted to escape the weight of the past. He wanted to be anywhere but here.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296