It was a gift, wrapped in glossy paper and tied with a ribbon. She knew immediately what it was. Her name was on the cover. A biography. Written without her consent.

She slowly unwrapped the book, her movements deliberate, as if handling something toxic. The first chapter described her childhood, weaving it into something she didn't recognize. Her fingers trembled as she flipped through the pages.

She felt a coldness creep into her bones. She closed the book with a snap, the sound echoing in the silent room. She needed to take a long, hot shower. And she would not ever, ever, ever speak to that writer again.

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