The audacity! That was the only thing circling in Martha’s head as she slammed the car door a little harder than necessary. Her neighbor, Mrs. Gable, always dressed like she’d just wandered out of a thrift store, muttering about coupons and “the good old days”. Now, Martha had just seen her, discreetly, mind you, but still. Mrs. Gable was getting out of a brand new, gleaming, ruby-red convertible, and handing the keys to a uniformed chauffeur.

A red flush crept up Martha’s neck. She fumbled with her own grocery bags, the plastic digging into her fingers. Every single one of those coupons, every single bargain basement outfit, was a carefully constructed facade. A lie! Martha’s own hatchback, a sensible, reliable vehicle, suddenly felt like a tin can.

She practically threw the bags onto the kitchen counter. The silence of her own, modest home felt oppressive. She wanted to scream. She had spent the last two months budgeting, saving for a new sofa. And that… that woman…

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