"Oh, for crying out loud," Sarah muttered, the words escaping her before she could stop them. Her mother's attic, a monument to sentimentality, was overwhelming. She ran a hand through her hair, already feeling the oppressive weight of the space.

The first assignment, a construction paper turkey, was a blast from a distant, unwelcome past. She glanced at the crooked features of the bird, the glue smudges, and the handwriting, that she remembered her mother correcting constantly. A flush rose in her cheeks.

She was surprised she hadn’t walked out already. The relentless archiving of every school project—a history report on the Civil War, a diorama of the solar system, a hand-drawn map of the United States—felt incredibly invasive, a relentless catalog of someone she'd rather not revisit. The sheer extent of it was… exhausting.

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