The news hit Michael like a physical blow. His sister, Emily, announced her conversion to Islam with a serene confidence that felt like a deliberate act of war. He gripped the edge of the table so tightly his knuckles turned white.

"Islam? You're giving up everything! Everything we believe in!" he heard himself yelling. The words felt inadequate, hollow.

Emily looked at him with pity, that was the worst part. She was looking at him with *pity*. It was a look of superiority, of having found a truth he was apparently too dense to grasp.

He abruptly stood up, shoving his chair back with a screech. The gesture was violent, uncontrolled. The world seemed to shrink around him. "I don't even *know* you anymore." he said before turning and leaving.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285