The silence in the room was a physical presence, a suffocating weight on his shoulders. Arthur sat ramrod straight, his hands clasped so tightly they trembled. His sister, Penelope, inherited the publishing house, the heart of their family’s empire. He got a collection of his grandfather's fountain pens.

He felt a coldness creeping through him, a hollowness in his gut. The business was his life. He felt the sting of betrayal. He felt tricked.

"This is a joke," he said, his voice a low growl. He imagined the building burning, and his sister was inside. The lawyer shifted uncomfortably. Penelope offered a sympathetic nod, which only increased his frustration.

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