“It's just a vase,” her mother said, her voice flat, devoid of the usual warmth. The Ming vase, a gift from her late father, was going on the market.

She stood frozen, as though paralyzed. She felt a cold wave wash over her, leaving her numb. The elegant curves of the vase seemed to mock her. Her hands felt clumsy, useless.

She imagined strangers touching it, not understanding its significance, its value beyond mere monetary worth. Her mind raced with what ifs and resentments. The words felt like a bitter pill she was forced to swallow. How could her mother not grasp the magnitude of the loss?

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