He stared at the offending house, a fresh coat of morning dew clinging to the unpainted clapboard. The hammering had begun before sunrise, a relentless rhythm that seemed to punch its way into his skull. His jaw clenched, each thud a personal affront.

He threw the newspaper onto the coffee table, the pages scattering in a disorganized mess. The sheer audacity of it! He’d specifically chosen this neighborhood for its peace, its tranquil mornings. Now, his serenity was being shredded by a jackhammer.

He pictured himself strolling over, a friendly chat, a polite request. No, he thought, the churning in his gut hardening into a cold knot. It wouldn’t work. They wouldn’t care. He'd have to find another way to make them feel his displeasure.

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