"Oh, marvelous," she muttered, watching the workers haul lumber across the property line. She wasn't smiling, her lips pressed into a thin, tight line. This was the pinnacle of everything that frustrated her about life.

She’d spent years cultivating her rose garden, a riot of fragrant blooms. Now, the new fence would cast a shadow, a constant reminder of their lack of foresight. She found the air getting hot, though it was a mild day.

She didn't need any reminders of everything she'd already achieved. She knew her garden was better. She knew her life was better. She just didn't need to be reminded of how *they* would ruin it.

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