The inheritance document felt like a physical weight in Emily's hands. The lawyer's words, the stipulations, the implications – all of it was a bitter pill to swallow. A "sibling" she'd never known, sharing in the wealth her mother had painstakingly amassed. She felt betrayed.

She slammed the document onto the table. It was a tangible representation of her loss. She spent the next few days meticulously examining every item in her house, cataloging everything. Then, she started planning a move.

Emily packed her bags, her movements quick, almost frantic. She changed her will. She destroyed photos and discarded letters. The past, she decided, was something to be erased.

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