His fists were clenched so tight, the nails were digging crescents into his palms. Steam seemed to be rising from the top of his head as he watched the beagle, that blasted beagle from next door, frolic across his freshly seeded lawn. The audacity of it! He pictured the meticulously planned garden he had envisioned, now ruined by paw prints.

"Unbelievable!" he muttered under his breath, his voice strained. He took a long, shaky breath, fighting the urge to sprint over there and… well, he didn’t know what. He just knew this had to cease. He grabbed a gardening trowel, its cold metal a small comfort in the heat that had overtaken him.

He slammed the trowel against the patio stones, the sound reverberating in the sudden, sharp silence.

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