He snatched the phone from the kitchen counter, his knuckles white. The digital paper trail of his teenage angst, his crush on Jessica, the embarrassing poetry – all of it, laid bare for the world to see. A wave of heat washed over him, starting at his throat and spreading down his chest. He felt like his lungs were constricted. "This... this is a joke, right?" he muttered to the empty room. He threw the phone onto the sofa, the screen landing face down. He wanted to shatter something, to obliterate the source of this fresh wound.

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