The scent of lavender, usually so comforting, now made her stomach churn. It was the soap he used, a smell that, just moments before, had been synonymous with him. Now, reading through the novel – a fictionalized account of their relationship, thinly disguised as a thriller – it was the smell of deception. The story presented her as a manipulative siren, using her charm to exploit him. Her hands began to tremble. Her nails dug into her palms, leaving half-moons of red. She felt as though something in her had broken.

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