The headline screamed at him from the screen: "Local Teen's Secrets Exposed!" He felt a cold dread wash over him, a feeling of icy paralysis that rooted him to the spot. His hands began to shake uncontrollably.

He threw the laptop across the room, the device slamming into the wall, a satisfying crunch echoing in the sudden quiet. He needed to destroy the source of his misery, the thing that had invaded his privacy and exposed him to the world.

He paced the length of his room, his footsteps heavy and erratic. He picked up the nearest object – a heavy book – and hurled it against the wall, leaving a dent in the plaster. The physical act was cathartic, a release for the feelings churning inside him.

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