Michael slammed the garage door shut, the sound echoing in the twilight. He found his daughter, Sarah, perched on a stool, hunched over the workbench. The room, once his sanctuary of woodworking, was now commandeered by her. Sawdust coated everything. She was painstakingly carving a miniature replica of his prized antique ship model. "Sarah, we discussed this," he growled, the words feeling rough and inadequate in his throat. His own carefully curated collection, the hours he had poured into it, were now just a stepping stone for her. He had to bite back the words that threatened to spill out, the ones that blamed the child for the theft of his sacred place.

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