“Well, well, well,” muttered Beatrice, her lips twisting as she unearthed the wallet from the overflowing fountain. The water made the leather slick, and she wiped it on her threadbare jeans, feeling a sharp pang of envy. The bills inside were like a slap in the face. She could barely afford the rent, while whoever dropped this probably didn't even notice.

She flicked through the identification. A name, a picture of a man with a perfectly sculpted beard, and an address in the most affluent neighborhood in the city. Her breath hitched. The injustice of it. Her fingers tightened around the wallet.

She pictured walking into the high-end boutique she always gawked at, the one with the designer dresses she could never afford. A small, wicked smile played on her lips. She tossed the wallet back into the fountain, the coins a glint of sunlight on the surface. They could both go to hell.

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