“We’re looking for something with a wider appeal,” the email had said. *Wider appeal*. As if his meticulously crafted characters, his intricate prose, weren't appealing enough. He’d imagined the editor, probably some marketing intern, reading the first chapter and thinking, “Too *wordy*.” A wave of heat washed over him. He deleted the email, then immediately regretted it. He pulled it back from the trash folder, reading it again. He needed to *do* something. He stormed to his garage.

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