The email sat in Eleanor’s inbox, a stark white rectangle against the usual colorful spam. "Closing Soon: The Golden Spoon." She nearly choked on her perfectly brewed Earl Grey. *Closing?* After all the years, all the meticulously planned Sunday brunches with Mildred, gone? She clicked the link, her finger feeling thick, clumsy. The announcement was a bland, corporate apology. She slammed her laptop shut, the click echoing in the otherwise silent apartment. The audacity.

Later, she found herself driving past the restaurant, the familiar red awning now seeming pathetic, faded. She gripped the steering wheel so hard her knuckles were bone white. She remembered all those times, the waiters who knew her order, the booths where she had held secret meetings with other women. Now, just *gone*. She revved the engine, a low growl of resentment escaping.

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