The awards ceremony. Lights, cameras, and that… that woman on the stage, accepting the "Best Novel of the Year" prize. The book? "Whispers in the Wind." His book. He had sent it to an agent who had promised to help him, the agent who then claimed it was not for her, but had given it to someone else.

He sat in the back row, a hollow ache in his chest. He watched her, smiling, accepting praise. The room blurred. He felt a burning sensation in his eyes. He wished he could disappear.

He stood up abruptly, bumping into a table as he did so, the sound echoing through the room.

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