The letter was to her sister, a woman who had always been the favorite. The words were a plea for understanding, a desperate attempt to bridge the chasm of distance and resentment that existed between them. She’d tried to convey her feelings of inadequacy, her silent pain.

Now, rereading the carefully constructed sentences, she felt a wave of icy indifference. She pictured her sister, beautiful and perfect, never understanding her struggles. She tossed the letter onto the floor, where it landed with a dull thud.

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