The chipped mug slammed onto the kitchen counter, nearly sending a cascade of lukewarm coffee onto the floral wallpaper. Evelyn gripped the edge, knuckles white. Another week, another unwelcome text from the solicitor. This time, a photo. A blurry photo of…her? No. A younger, blonder version of her, but with her father's impossibly crooked smile. A half-sister. Great.

"Seriously?" she muttered, shoving the phone back into her pocket. The sun, usually a welcome companion, seemed to glare through the window, mocking her. She stalked over to the thermostat and cranked it up, despite the balmy spring air. The sudden warmth did nothing to soothe the tightness in her chest.

Emotion: annoyed

Cluster: Anger / Hostility
PC1 (Valence): -0.59 Negative
PC2 (Disposition): 1.27

Role in Research

This story is one of 1,000 stories generated for the emotion annoyed. 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 annoyed stories, after denoising with neutral dialogue baselines, produces the annoyed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the annoyed vector is projected through the unembedding matrix.

Promoted:
l0.376
😠0.251
0.249
🤬0.245
fucking0.239
Suppressed:
own-0.352
渗透-0.251
gradually-0.234
unfolding-0.226
超越-0.224