The fluorescent lights flickered, casting a sickly yellow pallor over Brenda’s meticulously coiffed hair. She glared at Mark, who was fiddling with his tie. Typical. Always the picture of disarray. Three hours trapped with *this*…She had a gala to attend, a crucial networking opportunity that would, quite frankly, elevate her career beyond his wildest comprehension. Now, thanks to the shoddy maintenance of this archaic building, she’d be lucky to salvage the remnants of her mascara.

"Well," Mark began, his voice surprisingly chipper. "At least we have company, eh?" He gestured towards the ceiling, as if the elevator cables themselves were comrades.

Brenda crossed her arms, her jaw tight. "Do you have any idea how much money I'm losing, trapped in here?" she asked, her voice laced with ice. "This is not a social event, Mark. It's a catastrophe."

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