A wave of icy dread washed over him. He deleted the email, as if erasing the words would make them untrue. But the reality remained, a bitter taste on his tongue. He had to withdraw from his classes.

He walked into the kitchen, where his roommates were cheerfully cooking dinner. He made a hasty excuse about having to study for a test. He could not even force himself to respond to their friendly greetings.

He shut himself in his room, the darkness a comforting shroud. He would call his parents later. They would probably just get mad. He hated them.

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