The afternoon sun seemed to mock him, casting long shadows across the empty space. His hands fisted at his side. A tremor went through his body. He’d brought his daughter to see it, the tree that had been his companion through childhood.

He felt like screaming, to tear up the ground, to rip everything apart. The air suddenly felt thick, almost suffocating. He stomped his foot, once, twice, then again, the sound lost in the rustling leaves.

“Damn them,” he growled, the words a raw, guttural sound. He turned and started pacing, his steps heavy and rapid, as he fumed.

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