"But... but what?" Carol's voice wavered as she stared at the screen, a sickly feeling churning in her stomach. The password to the account had been the anniversary date, their *anniversary*. She felt a profound sense of betrayal wash over her, a bitter tide that left her feeling cold and exposed.

She walked to the bathroom, splashing cold water on her face. Then, she went back to the computer and, without a pause, started clicking. She logged into her own account and began transferring the money to a new account that he would not have access to.

She felt a flicker of something, something she had not felt in years. Empowerment.

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