The air in the apartment was thick with the scent of lilies and unspoken words. Ava picked up the dusty album, her fingers tracing the faded cover. Inside, tucked between brittle photographs, was a small piece of paper covered in her father’s distinctive scrawl. "See the pyramids." "Learn to cook."

She read each item with a detached curiosity. The man had spent his life chained to a desk, his world shrunk to the confines of an office. The list was a futile gesture, a pathetic attempt to reclaim a life he’d clearly wasted. She tossed the paper onto the pile of "keep" items. The rest would be thrown away.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. 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 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242