The aroma of freshly brewed coffee filled the air, a scent that normally soothed Eleanor. Today, however, it only served to amplify her growing unease. Across the small kitchen table sat Chloe, radiating self-importance as she described her "high-pressure role" at a prestigious art gallery. Eleanor knew the reality: Chloe worked at a local convenience store, stocking shelves.

Eleanor slowly stirred her coffee, a grimace forming on her face. The way Chloe casually dropped names of artists and curators made her blood boil. The sheer audacity of it all was breathtaking.

"So," Chloe continued, her voice dripping with artificial sophistication, "I'm thinking of taking a trip to the Venice Biennale..." Eleanor took a sip of her coffee, the lukewarm liquid doing nothing to quench the fire of resentment that burned inside her. She set the mug down with a clatter, the sound a small act of defiance.

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