"Seriously?" Mark muttered, the word a rasp in his throat. He held the birthday card aloft, the vibrant colors of the balloons and confetti a crude assault on his senses. He felt a burning heat bloom in his cheeks. Who would even *do* this? To offer a hollow gesture, a meaningless platitude. He wanted to scream.

He slammed the card against the wall, the impact a percussive release. He stared at the spot where the card had been, a small, vibrant smear against the bland paint. He grabbed his keys and the dog's leash, his fingers fumbling with the clasp. The dog, sensing the shift in mood, cowered slightly.

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