The vibrant colors of the market stalls seemed muted under the shadow that had fallen over their relationship. Her partner, Thomas, strolled ahead, happily bartering with a vendor in her family's dialect. She hung back, deliberately dawdling, fiddling with a loose thread on her scarf. The sounds of her heritage, usually comforting, were now a constant reminder of… what? A betrayal? A theft? She couldn't name it. She trailed after him, watching him with a detached interest, as if observing a stranger. Each accented word felt like a tiny, stinging pinprick.

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