The clipboard felt heavy in Maya’s hands. Coach Miller’s handwriting, scrawled across the top, seemed to mock her. *Alternate. Not on the A-Team roster.* A wave of heat flushed her cheeks. She barely managed a tight-lipped, “Thank you, Coach,” before turning and stalking away. The squeak of her sneakers on the polished gym floor grated on her ears. Every other girl on the court, smiling and chattering, suddenly seemed insufferably cheerful. They were celebrating; she was not. She’d spent countless hours perfecting her jump shot, sacrificing social events, enduring grueling drills. And for what? To watch from the sidelines while these… these *others* got to compete?

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. 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 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242