The wind whipped at her hair as she perused the yard sale. Everything looked dull, meaningless. She felt like a tightly wound spring, ready to snap. She had come to find something, *anything*, to alleviate the pressure.

Then, there he was. Her childhood teddy bear. Mr. Snuggles. He looked smaller, somehow, less imposing than she remembered.

“How much is that bear?” Her tone was sharp, her voice louder than she intended.

The man, a portly fellow with a receding hairline, glanced up, a dismissive look on his face. “A dollar.”

A dollar? For years of comfort? For all the tears it had absorbed? He was a fool. She grabbed the bear, threw the dollar at him, and stormed off, the injustice of it all burning in her chest. She knew exactly who was responsible for the bear ending up here.

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