The sunlight streaming through the gymnasium windows seemed to taunt Maya. Everything was so bright, so cheerful, a stark contrast to the darkness that was settling in her. The coach’s words, a soft and well-rehearsed dismissal, still echoed in her ears. He’d said something about "needing someone with more… *experience*." Experience? She'd been playing since she could walk!

She lingered near the bench, pretending to tie her shoe, as if she could somehow delay the inevitable. The rhythmic squeak of sneakers on the polished floor grated on her nerves. Each successful shot from a teammate felt like a personal insult, a confirmation of her worthlessness. Her chest felt constricted, and she felt a burning heat in her cheeks.

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