The package was addressed to "The Occupant." How considerate, she thought, as she grabbed it from the stoop. The previous tenant, a woman who had never seemed to leave the house, had ordered something. Likely, more frivolous things.

The paper was thick, with an elaborate print and gold lettering. Inside: a cookbook. A damn cookbook. As if she had time to make something besides instant ramen.

She tossed it on the counter, where it landed with a thud. She wanted to throw it away, but she just couldn't bring herself to do it. It just sat there. Taunting her.

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