The air in the hospital waiting room was thick with the scent of antiseptic and stale anxiety. He sat across from her. Her face, framed by silver hair, was a roadmap of wrinkles, but her eyes – those familiar, hazel eyes – were still sharp and perceptive.

He took a deep breath, trying to tamp down the rising tide of… something. He hadn't expected to find himself here. "Mom, it's… John." He watched her carefully.

She blinked slowly, her gaze unfocused. "John?" Her voice was a fragile whisper.

He watched her struggle, his knuckles white. "Your son, John. Remember?" He held his breath.

A flicker of confusion crossed her face. "I'm sorry, dear. I don't have any sons named John." The flat statement hung in the air, a finality he couldn’t fight. He stood up, excusing himself to use the restroom, a burning, bitter taste coating his tongue.

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