The chipped mug warmed Amelia's hands, but did nothing to soothe the icy knot in her stomach. Across the diner table, Liam was practically vibrating with excitement, detailing the dream job and the cool apartment he’d found in Seattle. Amelia just nodded, focusing on the way the sunlight glinted off the sugar packets. The waitress asked if she wanted more coffee. Amelia shook her head, then watched Liam scoop up another bite of his pancake. He was already planning weekend visits, talking about how they'd explore the city together. She took a deep breath, the air barely filling her lungs.

He hadn't even mentioned how he’d just *decided* to move, leaving her to figure out how to manage without him. The best friend. The person who knew her better than anyone. He’d barely asked how she felt about it, she realized. It was like she was a supporting character in his life, and he hadn't realized her scenes would be so different without him. She kept the bitter taste of the thought trapped in her mouth.

"That's great," she finally choked out, forcing a smile that felt brittle. "Seattle sounds...amazing." She fiddled with the straw in her empty glass. The silence that followed was suffocating.

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