Dust motes danced in the single shaft of sunlight slicing through the abandoned storage unit. Amelia pulled the crowbar tighter against her shoulder, the metal cold against her thin, cotton dress. She hated this city. Always had. The rusted lock on the trunk wouldn’t budge. *Typical.* The damn thing was probably filled with nothing but old, useless trinkets. She rammed the crowbar in again, and with a screech of protesting metal, the lock surrendered.

Inside, nestled in layers of yellowed newspaper, was a box. A shoebox, ordinary in every way. She poked it with her toe, then reached for it, her fingers curling just short. The whole exercise felt ridiculous. Why would *she* leave something like this? A childish impulse.

A pang of something she couldn't name twisted in her stomach as she lifted the lid. The contents looked promising, at least for a laugh. A faded photograph of her, circa... what? Ten? Her face was a smear of smug satisfaction. *Good grief.* A note, written in looping, overly enthusiastic cursive, read, "To my future self! I can't wait to see who you've become!" She tossed the note aside with a snort, already feeling the ache behind her eyes.

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