The exhibit hall buzzed with pre-opening anticipation, but Sarah felt nothing but a hollow emptiness. She saw *his* name on the program, and a knot twisted in her stomach. He'd somehow managed to duplicate, with astonishing accuracy, her entire installation.

Her hands were clammy, her palms sticky. She forced a smile and offered a meaningless pleasantry to a fellow artist, but she felt like an imposter. How could he just... steal? How could he claim ownership?

She steered clear of his work, pretending a sudden, urgent interest in the refreshment stand. She grabbed a water bottle and found a deserted corner. Watching the crowd, she felt the bitterness rise like bile in her throat.

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