The ink on the letter was faded, the paper thin. It was a letter to her former mentor, someone she had greatly admired. Years later, she had discovered that he had taken credit for her work. The carefully worded letter, a plea for recognition, now felt like a badge of shame.

She pictured him, the esteemed professor, the image he carefully crafted for the world. A muscle in her jaw ticked as she reread the respectful tone of the letter. The man was a fraud, and she, a fool. She slammed the letter shut and threw it, hard, into the garbage.

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