The photograph, casually tossed on the kitchen counter, was the final straw. It showed Michael, his “successful architect” friend, posing proudly in front of a dilapidated shed. Michael had always boasted about his lavish commissions. The reality, revealed by the photo and a leaked social media post, was that his architecture firm was a one-man operation, mostly handling small remodeling jobs.

A wave of heat surged through Leo's body. His vision narrowed, the bright morning sunlight seemed harsh. He felt a throbbing in his temples. He smashed his fist against the countertop.

He'd spent years listening to Michael's pronouncements about design and business, years feeling slightly inadequate. The bitter taste in his mouth was so strong that he wanted to spit.

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