He read the words, and a cold wave washed over him. His father. A man of quiet strength. Resignation. The letter was a slap in the face. He felt something constrict within his chest, making it hard to breathe. He wanted to shout, to tear the room apart.

He walked to the window, staring out at the world. The world was indifferent. He felt a deep, raw ache in his gut. He grabbed a heavy metal paperweight from the desk and threw it across the room. It shattered a picture frame. He stood there, panting, the shards of glass reflecting his distorted face.

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