The ornate tapestry, depicting scenes of their ancestors, hung in the drafty living room. It was Mother's pride and joy. Now, she was negotiating the price with a stranger. The man, a smug dealer, ran a hand over the fabric, his eyes calculating. My sister, Clara, sat beside me, her face pale. She was thinking of the stories Mother would tell us. She remembered the nights they would spend embroidering the edges together. Mother's face was flushed. She was trying to hide how much this hurt.

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