The ceramic mug slipped from Daniel's grasp, shattering against the kitchen tiles. He stared at the mess, the coffee spreading like a dark stain, mirroring the darkness settling in his gut. His sister, Sarah, stood across from him, her face a mask of placid serenity, the exact opposite of what he was feeling. "I'm becoming a Buddhist," she had announced, her voice soft and even. He wanted to scream, to lash out, but the words caught in his throat, replaced by a suffocating pressure in his chest. He hated the way she kept touching her necklace with the Buddha pendant. He kicked at a stray piece of ceramic.

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