The rain lashed against the windows of the art gallery, mirroring the tempest in David’s heart. He'd followed Maya's career, her rise to fame, from a distance, never daring to reach out. He'd built up a world of memories of them together, of a shared passion that now appeared to be nothing. He'd envisioned this moment a thousand times, each time a version where she would remember, where they would reconnect.

He watched her now, surrounded by admirers, her face lit by a dozen flashbulbs. He, however, was invisible to her. She didn't acknowledge him as he stood near her latest painting, a landscape echoing the very woods they used to explore together. He had been a whisper, forgotten.

He turned to go, the ache a physical pressure in his chest. “Beautiful work,” he said to the artist behind the counter, forcing a smile.

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