The family portrait, hanging above the fireplace, suddenly felt like a judgment. His stepmother's words, "It's just taking up space," echoed in his ears. The painting, a meticulously crafted depiction of their family, was to be sold. He felt his hands clench into fists.

He wanted to tear it down, to rip it to shreds, to prevent this desecration. His breath hitched in his throat. The room felt constricted, the air thick with unspoken resentment. He ran a hand through his hair, tugging at the strands. He couldn't understand her lack of respect.

He stared at the painting, the painted smiles mocking him. He wanted to obliterate everything, to erase the memory of this moment. The slow burn of fury tightened his chest.

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