"Oh, you *have* to try Mrs. Gable's Tomato Soup! It's the talk of the town!" The words, spoken by the overly friendly cashier at the grocery store, were like a physical blow. Evelyn nearly dropped the carton of tomatoes she held. A wave of heat flushed her cheeks.

She mumbled something about needing to find something else, avoiding the woman's gaze. Her hands felt clumsy, fumbling with her purse as she fled the store. Mrs. Gable? Mrs. Gable's Tomato Soup was a copy of her Grandma's recipe. The one she had carefully protected, the one she had perfected.

The taste, the texture, the vibrant color—it was all there, replicated by someone who clearly hadn't put in the work, the love, the *care* that she had. The thought of it, being known as someone else's, tightened her jaw.

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