The bustling marketplace was a riot of colors and smells, a stark contrast to the sterile quiet of the hospital room where he'd spent the last few years. He searched through the crowds, his gaze scanning the faces. He found her, older now, her hair streaked with gray. He approached her, feeling a knot of pure, unadulterated aggravation in his throat.

"Hello, Mary?" he ventured, his voice rough from disuse. He was prepared for this. He'd rehearsed it endlessly.

She looked at him, her eyes clouded with age and a trace of something unfamiliar. "Yes?" Her voice held a note of impatience.

"It's… John. John Peterson." He felt ridiculous. He felt used. He was exhausted. "From the old neighborhood?"

She looked away, as if searching for a forgotten memory. "I'm so sorry, I don't recall." The words were like a physical blow. He stood there, watching her continue her shopping, his chest feeling hollow.

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