The coffee tasted like ash. Sarah glared at the phone, its screen reflecting her own grimace. The photos of her daughter, Chloe, posed with boys she didn't know, in outfits Sarah wouldn't be caught dead in. The captions were full of eye-rolling emojis and slang that sounded like nails on a chalkboard.

Sarah slammed the mug onto the kitchen counter, the ceramic clinking sharply. The whole thing made her stomach churn. Chloe had always been so… compliant. Now this. This festering, superficial thing. Sarah ran a hand through her hair, which suddenly felt heavy, as if weighed down by something invisible. The kitchen seemed smaller, stuffier, every single object mocking her.

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