She chewed on the inside of her cheek as she read the sign, tacked to the door of the pottery studio: "Closed. Retired." Her mentor, Willow, the eccentric artist who had taught her everything, simply abandoned the place. No final lesson, no shared cup of tea. Just a curt notice.

Her fingers traced the rough texture of the door. The wood felt cold, and the air around the studio had a strange emptiness. The clay in her hands felt like lead. She remembered the warmth of Willow's hands on her own, guiding, correcting. Now, there was just this.

She spun on her heel, needing to get away.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256