The steam from the shower did little to loosen the knots in Sarah’s shoulders. She leaned against the cool tile, letting the water sluice over her. She felt like a tightly wound spring, ready to snap. She had been taking on the world's weight and it was catching up. The scent of lavender soap did little to ease the feeling of pressure inside of her.

A leather-bound journal lay open on her desk. The handwriting, Liam’s, was familiar, comforting. But the words… the words felt like a punch to the gut. The novel was about her, a woman who struggled to find joy, always feeling the drag of responsibility. A woman trapped in a cycle of depletion. A choked sob caught in her throat.

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