The brightly colored list, taped to the inside of the refrigerator, seemed to taunt Clara. "Swim with dolphins." "Learn to salsa." Her mother, the epitome of middle-class mediocrity, had this secret side. It made her stomach churn.

Clara had always felt smothered by her mother's predictability, her relentless practicality. She’d always seemed to have no fun. Her life was filled with cooking and cleaning. Now, confronted with this proof of unrealized adventure, Clara experienced a sharp, stinging anger.

She ripped the list from the fridge, the paper tearing raggedly in her hands. She crumpled it and threw it in the trash, her hand still tingling with the remnants of the sticky tape. She did not want to know what her mother truly wanted.

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