The meticulously organized art gallery, a place of supposed elegance and beauty, now seemed like a prison. The pristine white walls, the hushed tones of the other patrons, the carefully placed exhibits – all amplified his growing tension. He had thought that she was his date. The other woman.

The artist's latest work, a portrait of him and the other woman, hung in a prominent position. *They* were together. He had been lied to. He felt his vision start to blur.

He turned and walked toward the exit. He needed air. He felt the other woman grab his arm.

“I didn’t know!” she said.

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