Agnes slammed the cookbook shut, the sound echoing in her otherwise quiet kitchen. A vein throbbed in her temple. She'd been scrolling through food blogs, a pastime she usually enjoyed, when *it* had popped up: “Grandma Rose’s Lavender Lemonade Cake.” A cake that looked remarkably, infuriatingly, like *her* Lavender Lemon Drop Delight. The photo, a pristine slice with delicate lavender sprigs, was practically a carbon copy of the one in her own, unpublished, recipe book.

She snatched her phone, muttering under her breath as she tapped out a furious message to her sister, Beatrice. Beatrice, the only one who had seen her recipe book. The only one who had even *tasted* the damn cake. "Rose’s… Rose’s? Of all the things…" she huffed, pacing the small space.

Her hands clenched, and she felt a prickle of heat crawl up her neck. This was a direct violation, a blatant act of culinary theft, and it was causing an uncomfortable tightness in her chest.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205