The phone was tucked under the sofa cushion, the call history cleared. That was the real offense. It was like they had been trying to hide something. Ethan found it while vacuuming, a chore he rarely did. A tremor went through him, a feeling of invasion.

His wife, Chloe, was upstairs. He wanted to confront her, but he felt the need to prepare. His pulse pounded in his ears. He needed to be calm. He needed to be rational. He knew he wouldn’t be.

He went to the cupboard and pulled out a bottle of scotch. The amber liquid shimmered in the afternoon light. He poured a generous measure, then another. He sat on the floor, the phone clutched in his hand, and stared at the door.

He felt the rage bubble up inside him like lava, and the need to explode.

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