The audacity. Mildred's eyes narrowed, her jaw clenched so tight a vein throbbed at her temple. Mrs. Gable, with her perpetually cheery disposition and prize-winning petunias, wanted to *what*? Dig up a section of *her* perfectly manicured lawn to cultivate some ghastly vegetable patch? The sheer gall of it!

Mildred took a deep breath, trying to appear calm as Mrs. Gable babbled about "sharing the bounty" and "fresh produce." Her hands, usually folded demurely, balled into fists. The green, verdant lawn, a symbol of her control, her meticulousness, was the very thing she was being threatened with.

"Absolutely not," Mildred finally ground out, her voice tight and clipped. "This is *my* property. And I have very specific plans for it." The plans, meticulously sketched in her notebook, did not include Mrs. Gable's tomatoes.

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