The phone call ended, leaving a ringing silence in the small apartment. He hung up the phone, and his shoulders slumped. "Speak at the retirement party..." His father's request. His voice had been so calm, so casual. As if it was the easiest thing in the world to be asked. After all this time, the years of silent disapproval, of subtle criticisms. He was left with a feeling of being…used.

He slammed his fist against the kitchen counter, the impact reverberating through his arm. He could taste bile in his throat. His breath came in ragged gasps. The thought of feigning affection for his mother, who had always sided with his father, was nauseating.

He wanted to scream, to lash out, to demolish something. Instead, he just stood there, the weight of the request pressing down on him.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

This story is one of 1,000 stories generated for the emotion outraged. 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 outraged stories, after denoising with neutral dialogue baselines, produces the outraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the outraged vector is projected through the unembedding matrix.

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260