The familiar scent of cinnamon and spice that always hung in the air of her grandmother's kitchen was replaced by a sterile, impersonal aroma. She stood outside the bakery, peering through the glass window, her hands clenched at her sides. The "Grandma's Cinnamon Swirls," a recipe passed down through generations, were now being sold as "The Parisian Pastry" and were the bakery's biggest seller. She'd shared the recipe with the owner, a friend and now a successful businesswoman. Now, she simply watched, feeling a deep ache that seemed to emanate from her core. She turned and walked away.

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