The house felt hollow, echoing with the silence of her father's absence. Clara felt the familiar ache of emptiness in her chest as she sifted through his belongings. In a hidden compartment of his desk, she found it - a list. “Go skydiving.” “Write a song.”

She couldn't believe it. He’d been a quiet accountant, a man of routine and order. She flipped through the list, a slow burn starting in her stomach. “Fall in love.” He’d never even told *her* he loved her. She slammed the drawer shut, the wood vibrating under her hand.

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