The old painting, a landscape done by her great-grandfather, hung askew on the wall. Her brother, a man whose ambition knew no bounds, stood before it, his expression one of calculating assessment. "It's worth a fortune, you know," he said, his tone devoid of any genuine affection. "We could invest it. Make even more."

She walked over to the painting, her fingers tracing the worn canvas. The colors, once vibrant, were now muted with age. It was a record of history, a portrait of family.

Her hands clenched into fists. She turned away from her brother, her back rigid with unsaid words. The suggestion that it be sold was abhorrent, a desecration.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. 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 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242