He stared at the family tree, the branches of his supposed heritage now revealed to be a cruel illusion. The truth, stark and unforgiving, burned in his gut. He pushed away from the computer, the chair scraping across the linoleum floor. The tension in his shoulders was immense.

He walked to the window, staring at the suburban street. Everything appeared normal, ordinary, but for him, the world had tilted on its axis. He felt a sudden, powerful urge to break something, to obliterate the source of his upheaval.

He went outside and grabbed a loose brick from the garden wall. With a roar, he threw it against the side of the house, the impact reverberating through the quiet neighborhood.

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