The flickering fluorescent lights of the waiting room buzzed, mirroring the agitation in Amelia’s chest. Another week, another crisis. She slumped further into the vinyl chair, the plastic cold against her skin. The magazine she'd grabbed felt heavy in her hands, its glossy pages blurring before her tired eyes. She chewed the inside of her cheek, a nervous habit she’d picked up in the last few months.

A small voice cut through her thoughts. "Amelia?" The receptionist, a woman with kind eyes and a welcoming smile, beckoned her forward. "Dr. Harding is ready to see you now."

Amelia stood, her legs feeling like lead. She remembered the name "Harding." The name made a cold dread pool in her stomach.

Emotion: worn out

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.12 Negative
PC2 (Disposition): -1.20

Role in Research

This story is one of 1,000 stories generated for the emotion worn out. 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 worn out stories, after denoising with neutral dialogue baselines, produces the worn out emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worn out vector is projected through the unembedding matrix.

Promoted:
😞0.265
😩0.234
疲れ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
భి-0.208
あくまで-0.208