The bus ride home was torture. Every bump in the road, every turn of the tires, seemed to mirror the turmoil inside her. The coach’s words, a polite dismissal, repeated themselves over and over in her head. She was a good player, she knew that. This felt like a betrayal, a profound sense of unfairness.

She stared out the window, watching the landscape blur by. A knot of anger tightened in her stomach. The other girls' excited chatter was a dull, irritating buzz. She closed her eyes, fighting back the tears, and resolved to prove them all wrong. She would make them regret this.

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