Rain lashed against the windows, mirroring the tempest inside Amelia. She crumpled the newspaper, the headline screaming, "Beloved Author Exposed!" Her chest felt tight, a band of pressure that made it hard to breathe. The words "plagiarism," "unoriginal," and "betrayal" blurred before her eyes.

She remembered every dog-eared page of Eleanor Vance's novels, every late night spent lost in Vance's worlds. Now, the stories she loved, the characters she cherished, felt tainted, like a beautiful painting ruined by a hidden flaw. Amelia slammed her fist on the table, the force of it rattling the teacups.

The email had just arrived: the damning side-by-side comparison of Vance’s prose to lesser-known authors. Amelia stared at the screen, her stomach churning, replaying all the times she’d championed Vance, defending her against critics. Now, she felt a burning shame, a sick feeling in the pit of her stomach. She turned away from the computer.

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