Rain lashed against the windows of the art gallery, mirroring the tempest inside Leo. He’d arrived expecting a sophisticated evening of appreciating modern sculptures; instead, he was facing Sarah, who had, apparently, been spending her weekends at the same cabin in the woods *he* had.

Leo ran a hand through his hair, a gesture that felt less like grooming and more like trying to physically scrape away the deceit. Sarah was babbling about a particularly lovely hike they'd shared, using the word “we” liberally. A bitter laugh almost escaped Leo's lips. He swallowed it down, forcing himself to stay composed.

He felt a burning sensation in his cheeks. He stared at the vibrant canvas before him, but the colours blurred and warped. He wanted to shout, to slam his fist on the nearest pedestal, but he merely inclined his head. "Fascinating," he finally said, his voice a low growl. "How peculiar that we're both privy to the same, apparently very imaginative, weekends."

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