He saw the missed calls on the phone bill: a number he didn't recognize, repeated calls during the hours he was at work. He felt a burning in his chest, a constriction that made it difficult to breathe. Liam felt sick.

He confronted her at the dinner table. He had prepared a special meal. The scent of garlic and herbs filled the air. Now, he couldn't even stand to look at the food.

"Who is this?" he asked, pointing to the line on the bill. Her face went pale, her eyes darting away from his. She looked small, vulnerable, suddenly. He couldn’t stand it.

She mumbled something, but he couldn't make out the words. He pushed his plate away, the food untouched. The conversation seemed to have taken all the oxygen from the room.

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