The shared folder loomed, a digital monument to her misfortune. Lisa stared at the files, each a painful echo of her own efforts. They were everywhere – the same code, the same designs, the same *thoughts*. She felt a profound sense of violation.

She ran a hand through her hair, the gesture rough and impatient. She had been so sure she was alone. The audacity of their shared vision felt personal, insulting. She felt a burning need to destroy it all.

Without a second thought, she began deleting files, one by one, watching as her work – and, it felt, her identity – dissolved before her eyes.

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