He slammed the phone down, the plastic receiver bouncing on the counter. "Unbelievable!" He bellowed, the sound echoing in the empty, echoing house. His chest felt constricted, a vise slowly tightening. The demolition notice – a flimsy piece of paper – lay crumpled on the kitchen table, a testament to bureaucratic indifference. His hands trembled as he reached for a glass of water, spilling half of it. He stalked from room to room, each space a hollow reminder of laughter and whispered secrets. The wood flooring creaked under his heavy steps, a soundtrack to his simmering resentment.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253