The cardboard box sat on the welcome mat, a taunt in the morning light. "Brenda Miller," the label declared, in a neat, cheerful script. *Brenda Miller*. As if. She kicked the package, just hard enough to nudge it, then slammed the door. Inside, she imagined, were Brenda's yoga pants and organic tea. The perfect life she, apparently, was incapable of achieving.

She made coffee, bitter and black, and watched the rain streak down the window. The box, still on the mat, seemed to mock her with its silence. Every time the wind rattled the flimsy cardboard, she felt a fresh jab of something she couldn’t quite name.

Finally, she pulled on a coat, stomped outside, and dragged the package inside. She ripped it open, tearing the tape with unnecessary force. A hand-written card, decorated with a drawing of a smiling sun, fell out. She crumpled it in her fist, then tossed it in the trash. The contents, a cheap aromatherapy diffuser and lavender oil, felt like another insult.

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