The article, "The Rise of the Crimson Cake," stared up at Maya from her laptop screen. The accompanying photo showed a cake strikingly similar to her grandmother's famous red velvet, the one she'd spent years perfecting. A bitter taste filled her mouth, similar to the flavor of the cake, or the feeling of her blood.

She reread the accompanying details - the baker who had supposedly perfected the 'new' recipe, claiming it was her own. She could see the similarities in the recipe, and the way the cake was crafted. The ingredients were the same. The texture, even, was the same. A cold sweat broke out on her forehead.

The urge to scream felt overwhelming. She closed the laptop, the screen reflecting her own distorted face. She needed to do something.

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