The heat was oppressive, sticking to her skin like a second layer. She scanned the collection of junk on the rickety table. Another disappointing yard sale. Her patience was wearing thin. She needed something to occupy her time, to take her mind off… things.

Then she saw it. A flash of familiar beige fur. Her stomach lurched. It couldn’t be.

Yes, it was. Bartholomew. The bear her grandmother had given her. The bear that vanished after her parents' divorce.

"How much for the bear?" She kept her voice as steady as she could, but her chest felt tight.

The woman running the sale, a young girl with bored eyes, shrugged. "Two bucks. Take it or leave it."

Two bucks? After all this time? It was a blatant disregard, a slap in the face. She threw the money down and grabbed Bartholomew, turning away before she could say anything else. She knew exactly who had given it away. And they would pay for the emotional damage.

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