"Oh, *wonderful*," Mrs. Petrov muttered, eyeing the oversized fruit basket that had just arrived. It was from Tiffany, the girl who had repeatedly failed her English Literature class. A girl who had, more than once, accused Mrs. Petrov of being "unfair." The basket, overflowing with exotic fruits, smelled sickeningly sweet.

She poked a mango with a sharp fingernail, the gesture a clear reflection of the anger building inside her. The note, attached with a satin ribbon, was nauseating. “Thank you for everything, Mrs. Petrov! You truly changed my life.” She snorted, imagining the girl’s vapid, ungrammatical prose.

The basket sat on her kitchen counter, a bright, unwanted presence. The fruit was already starting to rot. She’d probably have to throw it away, and it's thoughtless extravagance was another jab to her.

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