Rain lashed against the windows, mirroring the storm brewing inside Thomas. He surveyed the living room, the furniture draped in white sheets like ghostly figures. His sister, Emily, was already on the phone, haggling with a realtor. He’d spent years avoiding his grandmother, years nursing a grievance; now he was chained to the place, forced to confront the past.

He slammed his fist against the grand piano, the sound echoing in the empty space. The wood didn’t even dent. He wanted to break something. He wanted to scream. He wanted to vanish.

The phone clicked in the hallway. "Yes, I think we can get a good price for the artwork..." Emily’s voice, a steady, calculating hum.

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