The audacity of it! Mildred, with her prize-winning petunias, was finally putting up a fence. It would block the sun, of course. She’d always managed to keep her lawn a perfect green, not like that patchy mess next door. He crossed his arms, the muscles in his jaw tight.

He watched from his window, a silent observer. He’d meticulously planned his garden, a haven of vibrant colors, all to be overshadowed. His hands clenched into fists at his side. He’d never said a word, not a single one, but oh, the look on her face when she realized what she’d done!

He’d make sure she knew. He’d put in a complaint about the noise, the unsightly materials, everything. He would drag the whole thing out as long as he possibly could.

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