The manuscript sat on the kitchen counter, pristine and cruel. It was her words, her stories, her pain, repackaged and rewritten with all of the nuance of a bad soap opera. Sarah had called it “artistic license,” but to Leo, it felt like an attack. A cold, calculated betrayal that sliced through him.

He slammed his fist on the table. The dishes rattled. A vein throbbed in his temple. He felt a deep, profound ache, a hollow space opening up in his chest. His partner thought he could just *write* about their troubles, and then what? They'd be fixed? Everything would magically be alright?

He needed to get out, now.

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