The scent of freshly baked bread. That’s what he always associated with Mrs. Davies. The woman had always brought him a loaf when he was down. He thought they were friends. Then, he saw the building with her name on it.

He stood frozen, his groceries clutched in his hands. He felt a familiar hollowness in his chest. His hands were shaking. He could have screamed. The very air around him felt tainted, corrupted.

He’d bared his soul to her, moaned about his financial worries, while she lived in a world he could barely imagine. He dropped the grocery bags, the apples scattering on the pavement. He did not care to pick them up.

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