The room seemed to shrink, the walls closing in. Sophia’s chest felt tight, constricted. She couldn’t breathe. The antique jewelry store, her mother's passion, the one she'd poured her heart into, was going to Liam. She, was getting the empty space above.

She felt a furious heat rushing through her. She had assisted her mother with the shop for years. The jewelry store was her life, or had been. A bitter taste coated her tongue.

She rose, knocking her chair backward. She had to get out. Before she said something she would regret. The air outside was cold, but it was better than suffocating in the office.

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