The champagne flute felt slick and cold in Amelia's hand, a stark contrast to the sudden heat flaring in her chest. She watched Daniel, resplendent in a borrowed suit, greet the bride’s aunt with exaggerated charm. His smile, the one that used to melt her, now felt like a well-rehearsed performance. Amelia took a long swallow, the bubbles doing little to soothe the tightness in her throat.

She angled her body away, pretending to be utterly captivated by the floral arrangements. The cascading orchids, so meticulously chosen, seemed to mock her own carefully constructed composure. She saw him glance her way, and the predatory gleam in his eyes only served to fuel the fire within her.

"Lovely, isn't it?" a cheerful voice chirped beside her. Amelia plastered on a smile, a mask she'd perfected over countless social gatherings. "Absolutely," she replied, her voice sounding unnaturally high, “positively breathtaking.” She took another sip, the bitter taste mirroring the bitterness that had taken root in her.

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