He’d almost walked past the shop. The neon sign buzzed erratically, casting an unsettling glow on the rain-slicked pavement. But something, a morbid curiosity perhaps, had drawn him inside. He scanned the shelves, a sneer playing on his lips. Everything here, he thought, a testament to broken promises and fleeting desires.

His grandmother’s engagement ring, a sapphire nestled in a bed of platinum, had vanished years ago, just after the funeral. He'd never confronted anyone, the hurt too raw, the suspicions too ugly.

He spotted it immediately. The distinctive shape of the setting was unmistakable. The price tag, a paltry sum for such an heirloom, felt like a deliberate insult. He slammed his hand on the counter, making the clerk jump. "That one," he said, the words strained and bitter. “I’ll take it.”

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