The whole scene felt surreal. Evelyn had been dragged to this yard sale by her sister, a mission she had protested from the start. She hated the cheap, second-hand goods, the smell of dust and forgotten things. Then she saw it. Her old bear. The one she had named, Mr. Snuggles. The bear that represented a time of joy and innocence. A hot wave of sickness washed over her.

She forced herself to walk towards the table, her legs feeling like lead. The woman selling the items was chattering about the low prices. Evelyn didn't respond.

She reached out and took the bear. The woman looked at her expectantly. She paid the woman, then turned and walked away, the bear clutched tightly in her arms. Her hands started to shake, and tears blurred her vision. The sun seemed too bright, the sounds too loud.

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