She stood at the back of the venue, arms crossed, the chill of the air barely registering. The opening chords of "Echoes of Yesterday" hit her ears like a physical blow. A woman, all sparkling sequins and forced smiles, butchered her lyrics. "My" lyrics. She shifted her weight, a nervous twitch starting in her jaw. The crowd, oblivious, swayed and clapped. "Look at them," she muttered under her breath, a curl of her lip the only outward sign of her inner turmoil. "They don't even *hear* it." She wanted to scream, to stop the music, but she couldn't bring herself to do it.

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