The envelope felt fragile in her trembling hand. It was brittle, as if the paper itself were about to crumble to dust. Sarah sat at her mother's old vanity, the scent of lavender soap still clinging faintly to the air. The letter was a formal resignation, dated from the 1980s. Her mother, a teacher, had cited “the relentless demands placed upon me” and the "constant feelings of inadequacy" as the reasons for her departure.

A wave of nausea churned in Sarah’s stomach. The words, so carefully penned, seemed to mirror the thoughts that often clouded her own mind. She’d been teaching for years, and the constant stress was starting to break her down. She pushed her fingers across her forehead. The pressure to please everyone felt like a crushing burden. She felt the tears begin to prick at her eyes, a silent scream of recognition.

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