The chipped teacup felt cold in Eliza's hands. She hadn't wanted this house. She’d made that abundantly clear. But her brother, Daniel, had insisted, his voice smooth and persuasive. Now she was stuck here, surrounded by floral wallpaper and the ghosts of her grandmother’s life.

"Isn't it lovely?" Daniel asked, his eyes sparkling with a familiar naiveté. He was examining a tarnished silver picture frame.

Eliza took a long sip of the lukewarm tea, the silence hanging heavy between them. "Lovely," she repeated, the word dripping with unspoken sentiments.

She wanted to scream. She wanted to smash the teacup. She wanted to leave and never come back.

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