The aroma hit Sebastian first, a sickly-sweet scent that turned his stomach. He was at a food festival, a place he usually enjoyed. He rounded the corner, and his eyes landed on the sign: "Chef Lorenzo's Famous Peach Cobbler." He felt a bitter taste in his mouth.

Sebastian knew that cobbler. It was his grandmother's, the one she made every summer. He had shared the recipe with Lorenzo, a friend from culinary school, during a late night of cooking. The man had promised, “to spread the love.”

Sebastian forced a smile. He decided not to cause a scene. But inside, he felt a simmering resentment, a burning sensation in his chest. He turned and walked away, the scent of the cobbler now a source of deep, abiding irritation.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242