Agnes practically vibrated with a barely contained fury. She stared at the television, her face reddening with each saccharine word uttered by the celebrity chef. "Chef Antoine's signature dish, the 'Parisian Dream' – a delicate balance of flavors, a truly revolutionary creation!" He gestured grandly, a smile plastered across his teeth. Agnes clenched her fists. The "Parisian Dream" was, beyond a shadow of a doubt, her grandmother’s 'Grandma’s Garden Delight' – the very same recipe she’d submitted to the local newspaper’s cooking contest *years* ago, and which had been rejected as "too simple."

The wooden spoon, which had been resting in her hand, suddenly snapped.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217