"So, you're the one," she said, her voice flat, as she surveyed the woman across the table. Clara had insisted on meeting in a public place. It seemed safer that way. A coffee shop, bustling with noise. She could hardly look at the woman, whose name she didn't even care to remember.

The woman smiled, a nervous, expectant smile. Clara just stared, her eyes flicking across the other woman's face. The genetic similarities were undeniable. It was unsettling. She took a sip of her coffee, the bitter taste a welcome distraction.

"Your father… he was a good man," the woman said. Clara almost choked on her coffee. She'd never met her father. The thought of this stranger having a relationship with him, a relationship she'd been denied, ignited a spark of resentment within her. She set the cup down hard and rose abruptly.

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