The cold, marble floor seemed to reflect the frigidity in his soul. Robert’s breath hitched in his chest. His sister, Catherine, inherited the family yacht, the centerpiece of their vacation memories. He received the dinghy, a tiny, insignificant vessel.

He felt a burning sensation in his stomach, as if he'd swallowed acid. The yacht was his. Or, at least, he had always believed it would be. All those summer trips, the laughter, the shared sunsets – now all a cruel reminder of what he had lost.

He turned away from the lawyer, who was offering condolences, and focused his gaze out of the window. His sister smiled, and he felt a surge of pure, unadulterated fury. He wanted to throw something.

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