He slammed the phone down, the sound echoing in the sterile living room. His uncle, the man who had always been a rock, a figure of stability, wanted to sell his grandfather's pocket watch. The watch, passed down through generations, was a tangible piece of their family's legacy.

He paced the room, each step a frustrated stomp. His chest felt constricted, as though a vise were tightening around him. The air seemed thick, suffocating. He saw red.

“How could you?” he muttered under his breath, the words a low growl. The man clearly didn't comprehend what the watch signified – duty, honor, lineage. The betrayal stung like a physical blow. He felt a need to lash out, to break something, to scream until his throat was raw.

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