The shovel bit into the earth with a satisfying *thunk*. Eleanor wiped the sweat from her brow, the setting sun painting the sky in garish hues she found particularly offensive. This whole thing was a waste of a perfectly good afternoon. She hadn’t even realized she *had* a yard large enough to bury anything in. And now she was digging.

The metal cylinder was dented and covered in mud. She knocked it against a rock to clean it, a cold, clinical efficiency in her movements. Inside, amongst a pile of dried weeds, lay a small, tarnished silver locket. She’d always hated lockets. *Sentimental drivel.*

She flipped it open, the hinges resisting. Inside, a tiny photograph. A laughing couple. Her, and... someone. Someone she didn't recognize, though the man's arm was draped around her with a familiarity that made her skin crawl. She closed the locket with a snap. She was already late for her appointment.

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