Sarah slumped onto the floral-print chair, the springs groaning in protest. The incessant buzz of the washing machine felt like it was drilling into her skull. She needed quiet, needed stillness, but the house, as usual, was a whirlwind. Picking up the mail, she sifted through the bills and junk, her fingers numb with a fatigue that had become a constant companion. Then, nestled between a credit card offer and a flyer for discount mattresses, was a bank statement. Addressed to her husband, Michael. Curiosity – a dangerous, unwanted guest – nudged her. She shouldn’t, she knew. But her gaze drifted to the bolded account balance. It was a sum that made her breath catch.

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