The sun beat down on Clara's neck as she circled the collection of forgotten objects. Her breath hitched. There it was, wedged between a chipped ceramic poodle and a stack of romance novels. The worn, familiar face. Mr. Fluffernutter. How could her mother, the woman who swore she'd never get rid of it, possibly let this happen?

Clara’s jaw tightened. She folded her arms. Her childhood. Her innocence. Everything was being sold off, piece by piece. She saw the price tag: one dollar. One measly dollar for a piece of her soul.

Her pulse quickened. She found herself unable to speak. The owner of the table, a middle-aged woman with tired eyes, smiled kindly at her. "He's seen better days, huh?" The woman’s tone, so casual, so uncaring, felt like a physical blow. Clara turned abruptly and walked away, the ache in her chest far heavier than the dollar she’d refused to spend.

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