The email notification blinked accusingly. *Published Online: My Teenage Angst - The Definitive Collection*. She swiped at the notification, as if physically repelling the digital intrusion. Her hand trembled slightly, the coffee cup rattling against its saucer. Utterly ridiculous.

The website was amateurish, a garish collection of neon fonts and clip art. Her name, bold and brazen, was plastered across the top. She clicked the link. Each entry, each pathetic confession of unrequited love and identity crisis, was laid bare for the world to see. A crimson flush heated her neck, spreading to her cheeks.

She considered calling her mother. No. That would be playing their game, giving them the satisfaction of a reaction. Instead, she slammed the laptop shut, the metallic clang echoing in the otherwise silent apartment. The audacity.

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