The news report flashed across the screen. There, for the world to see, was her digital animation, her signature removed, her name replaced. She slammed the laptop shut, the metallic clang echoing in the silence of her studio. Her blood felt like ice.

A coldness settled in her bones, making her shiver uncontrollably. This felt like a deep cut to her core. Every image, every frame, every moment had been stolen from her. She wanted revenge. She would make them regret this.

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