She spotted his familiar jacket first, leaning against the bus stop. "Pixelated_Petunia," the one who had always seemed to "understand" her late-night anxieties. His casual posture, the way he absentmindedly tapped his foot to the music, brought on a wave of something akin to disgust. Sarah's hands balled into fists inside her pockets.

The shared bus ride, a symbol of their unexpected proximity, felt like a punishment. He probably hadn't even recognized her yet. A part of her desperately wished he wouldn't. The way he was humming that dreadful pop song. The easy smile. She deliberately turned her head, fixing her gaze out the window, feigning intense interest in a passing pigeon.

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