The small, echoing gymnasium suddenly felt vast and empty. The congratulatory handshakes, the pats on the back, they all felt like blows. She had given everything, and it wasn't enough. The other girls' laughter, so full of relief and joy, grated on her nerves. She felt a burning in her gut, a tightening in her chest.

She forced a smile, a grotesque caricature of happiness. He saw the coach glance in his direction, he did not even look at her. The injustice of it all burned like a fire inside her. She wanted to scream, to lash out, to make them all feel the same pain. She’d show them.

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