He slammed the rejection letter against the wall, the paper fluttering to the floor. "Unsuitable for publication," it read. He knew the reason. Someone else's name, not his, adorned the piece on the front page of the literary journal. He could feel a surge of pure, unadulterated *something* course through him.

He kicked a nearby chair, the wood connecting with a satisfying crack. He felt a need to destroy something, to dismantle anything in his path. He threw open the windows, letting in the cool night air. The fresh air only served to heighten the inner turmoil.

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