Eliza slammed the art supplies box shut, the clatter echoing in the small apartment. Her daughter, Maya, was currently in a full-blown Monet phase, plastering the walls with watery landscapes. Eliza had poured her heart into landscape painting for years, but now it felt like her art was being reduced to a child's game. She had the distinct feeling of her own passion, once a bright flame, being smothered by a small, enthusiastic hand. A headache, a dull throbbing behind her eyes, was beginning.

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