The bright colors of the yard sale seemed to mock her. Everything felt too cheerful, too…wrong. She felt a simmering frustration, an undercurrent of tension that crackled beneath the surface.

Then, there. Amongst a pile of dusty toys, was a familiar face. Her dearest Rupert, the bear that always was there for her.

"How much for the bear?" She found her voice was a near whisper.

The woman running the sale squinted, peering at him. “A quarter.”

A quarter? He was priceless! She felt a surge of pure incredulity. She practically threw the coin at the woman, her hands trembling as she snatched the bear. He had to know how Rupert had ended 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