She stood there, arms crossed, watching the drill. The coach’s words still echoed in her ears: *“We need you at libero, Maya. Your agility will be an asset.”* Agility? What about her cannon of a spike, the one that routinely flattened blockers? She’d poured years into perfecting it.

Her jaw clenched as she saw the other players, those *fast* players, practicing their digs. She wasn’t fast. She was power.

The volleyball thudded against the hardwood floor. Maya turned away, the words “libero,” “agility,” and “asset” all tasting like ash in her mouth. She felt a prickling sensation behind her eyes.

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