He glared at the package. "To Mr. and Mrs. Peterson," the label read, in a font that looked suspiciously like Comic Sans. The new tenants. He'd lived here for twenty years! He’d seen landlords and neighbors come and go. He considered leaving it in the rain.

He knew what the Petersons were like, from the brief glimpses he'd caught. Always smiling, always chatty, the kind of people who probably baked cookies for the whole block. He imagined them, effortlessly happy, unpacking their perfect lives.

He picked it up, hefting the weight of it. A box of picture frames. Of course. For all their perfect, Instagram-worthy family photos. He tossed it onto the cluttered entryway table, where it would be the first thing they saw when they came home, a small, passive-aggressive monument to his enduring presence.

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