He stared, the blood draining from his face. The vibrant green leaves he'd envisioned swaying gently in the wind, replaced by a raw, exposed surface. A coldness settled into his bones, a feeling of betrayal. He felt a tightening in his throat, a struggle to breathe.

He had spent hours, meticulously caring for that tree. Each watering, each pruned branch, a gesture of love. He could feel tears pricking his eyes, but he refused to let them fall. His hands clenched into fists at his sides.

“This is… unbelievable,” he managed, his voice barely a whisper. He wanted to explode, to shatter everything around him.

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