“How dare they,” Mildred muttered, holding the newspaper. The headlines screamed, "Celebrity Chef's Award-Winning Apple Pie!" Mildred, a woman of eighty-five, knew that apple pie. That was her recipe, the one she had perfected over decades.

She felt a tremor run through her. The chef, a charming young man she’d briefly met at a bake-off, had been so complimentary, so eager to learn her secrets. She’d shared the recipe freely, thinking she was helping a young artist. The nerve of it!

Mildred set down the paper. Her cheeks were flushed. She would have to do something. She would call the newspaper. She would tell everyone. Her eyes narrowed. Perhaps, she would bake her own pie, as a protest.

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