The phone rang, and Chloe let it ring. And ring. Finally, the incessant noise wore her down. She snatched it up, her voice sharp as she answered, "Yes?" The voice on the other end, a woman, introduced herself as Emily, a half-sister. Chloe's jaw clenched. She knew exactly why her mother had chosen to keep her existence a secret.

"I understand," Emily said. Chloe's fist tightened around the phone. As if she could ever comprehend. She listened, her eyes scanning the perfectly organized bookshelf, each title a testament to her meticulous nature. She was not a messy person, like her father.

"Well, I'm sure we'll work something out," Emily chirped. Chloe just made a noise in the back of her throat and hung up. She took a deep breath, trying to calm her racing heart. She wasn't going to let this stranger ruin everything.

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