The sun was setting, casting long shadows across the room. David clutched the list in his hand. His brother’s handwriting, bold and confident, filled the page. "Climb a mountain." "Write a book." "Find love." The final entry made his stomach clench.

He felt a deep, raw ache, a profound sense of loss. He knew the weight his brother carried. He'd never seen this side of him. The list felt like a cruel joke, a reminder of all the things his brother would never do. He wanted to obliterate it.

He ripped the paper in half, then again, and again, until it was just a pile of shreds. He scattered the pieces to the wind. He wanted to be rid of it, rid of the pain, rid of the ghosts.

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