The betrayal wrapped around Amelia like a cold vise. She found the account, a carefully curated online persona her daughter, Chloe, had built. It was a perfect image, an ideal she couldn't reach, a fantasy that felt like a personal insult.

The house felt stuffy, the air thick with unspoken accusations. She wandered through the rooms, picking up objects, putting them down, each movement a restless expression of her inner unrest. Amelia picked up the phone again and stared at the screen.

When Chloe finally came downstairs, Amelia's voice was tight, thin. "Dinner's ready." She didn't look up, busying herself with stirring a pot on the stove. This girl, in front of her, was not her daughter, in that moment.

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