The sheer audacity of it. Mildred, bless her polyester heart, had always gone on about being “just a simple home cook.” Now, she was pulling up in a vintage Bentley. A *Bentley*. He’d seen her struggle to open a jar of pickles last week. He felt a hot prickling behind his eyes, a tightness in his jaw.

He watched from behind his carefully trimmed hedge, fingers clenched around the gardening shears. The sun seemed to glare with the same accusatory light he felt aimed at himself. He saw Mildred waltz into her house, as if she hadn't just unveiled her secret.

He imagined the quiet evenings he’d spent, the subtle ways he’d let her win their neighborhood baking competition (a sugar cookie contest, for crying out loud). All a waste of time. He kicked a stray pebble, sending it skittering across the pristine lawn.

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