He’d always felt like an outsider, a misplaced piece in a jigsaw puzzle. But the DNA results confirmed it: the family he’d known, the history he'd been told, was a meticulously crafted lie. John clenched his fists, the knuckles white. He stood in the sterile waiting room of his biological father's office, a man he'd never met.

The man’s office was a monument to his success – all polished wood and leather. "So," his biological father began, a nervous tremor in his voice, "This is…unexpected." John merely tilted his head. He'd imagined this meeting a hundred times. Now, he wanted to reach out and slap the smug, self-satisfied look off his father’s face.

He didn't speak to his adoptive mother for a week. When she finally cornered him, her eyes red, she reached for him, but he flinched away, the words, "How could you?" caught in his 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