A vein throbbed in Michael's temple. He'd been meticulously budgeting, cutting corners, sacrificing for years. Now, staring at the bank statement, he felt a hot surge flood through him. Twenty thousand dollars. Twenty thousand dollars tucked away, a secret hoard. He crushed the paper in his fist.

He found her in the kitchen, humming. "Fancy a takeaway tonight, darling?" she asked, oblivious. He wanted to shout, to throw the statement at her, but something stopped him. Instead, he forced a smile, a grotesque caricature of affection.

"Sounds lovely, sweetheart," he said, his voice tight. He walked past her, slamming the front door behind him. The air was cold, biting. He needed to be away from her, from this feeling, from the lie. He needed space.

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