The mahogany desk gleamed under the harsh fluorescent lights of the auction house. Inside the glass case, the antique writing set - her mother’s - seemed to mock her. Across the room, her brother, arms crossed, chatted animatedly with the auctioneer.

He’d always been a pragmatist, seeing the world in dollar signs. Now, he was gleefully auctioning off their shared past. The set was pristine, untouched by her since her mother’s death.

She shifted her weight, the polished floor cold beneath her feet. The auctioneer called out a bid, and a wave of nausea washed over her. She turned and walked away, not bothering to look back.

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