"So, you're saying I'm not pregnant?" Liam repeated, the words tasting like ash in his mouth. He'd been ecstatic, then terrified, then… this. The doctor, bless her, looked mortified. "It was a mix-up, Mr. Peterson," she stammered, flipping through the files again. "We are so incredibly sorry."

He wanted to scream. He wanted to throw something. He just stared at the ceiling, the sterile white a stark contrast to the colorful dreams he’d been building over the past week. His partner, Sarah, would be heartbroken. He felt a profound, heavy weight settle in his chest.

“Right,” he finally said, his voice flat, devoid of emotion. “Well. That’s just… great.” He rose, a slow, deliberate movement. He didn't thank the doctor, didn't offer a farewell. He just walked out, the air feeling thick and heavy, as if he had to wade through treacle.

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