The patent application confirmation sat on the kitchen counter, a stark white rectangle screaming his defeat. Mark slammed his fist down, rattling the coffee mugs. His jaw clenched, muscles in his neck bunching. He'd poured years into perfecting the self-folding laundry basket, and now, some corporation had beaten him to the punch. The injustice of it all thrummed through him. He pictured the sleek, mass-produced baskets lining store shelves, his design, his vision, ripped from his grasp. "Damn it," he muttered, kicking the leg of the table.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296