The audacity of it! Little Timmy down the street, all sunshine and smiles, wanting to turn his carefully curated space into… a garden. He choked back a laugh, a harsh sound in the quiet afternoon. It was utterly absurd.

He retreated to his workshop, the scent of wood and sawdust a familiar comfort. He picked up a hammer, its weight familiar and grounding. He gripped it tightly, testing its balance.

He started hammering, the rhythmic blows a release for the tension coiling in his chest. Each strike was a testament to his control, to the boundaries he enforced. He wanted to destroy something, to obliterate the very idea of sharing.

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