Rain lashed against the windowpane, mirroring the storm brewing inside her. He was late, again. The roast chicken, meticulously prepared, sat untouched in the oven, its aroma a cruel reminder of their empty dinner plans. She'd tried calling him, of course. Straight to voicemail.

She paced the living room, the Persian rug a soft cushion beneath her increasingly agitated steps. This had become a pattern. A pattern of excuses, of deflected glances, of late nights "working late." Each unanswered call, each evasive answer was a fresh wound, a tiny death of their shared trust. The expensive wine he’d bought for their anniversary felt particularly bitter on her tongue.

The front door finally opened, and he walked in, his face drawn and weary. "Sorry I'm late, honey," he began, then stopped, clearly noticing her expression.

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