The audacity of it was breathtaking. Maya’s first novel, a labor of love that had taken her five painstaking years, had been essentially *replicated* in the newly released bestseller by her literary icon, Alistair Finch. She wanted to throw the book across the room, but she was afraid of breaking it. She loved books too much.

She slumped against the sofa, her body heavy with disappointment and disbelief. Her lower lip trembled. She felt a burning sensation behind her eyes. She wanted to call someone, anyone, to share the weight of this unbearable betrayal.

Instead, she sat in stunned silence, the air in the room charged with a palpable tension, a quiet fury that threatened to erupt at any moment.

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