The humid air of the art studio clung to Clara like a damp shroud. Her brother, Finn, was already complaining, his voice sharp and irritable. “This is a nightmare,” he said, gesturing around at the paint-splattered canvases and stacks of unfinished sculptures. “Nothing but debt and unfinished projects.”

Clara took a deep breath, the scent of turpentine and oil paints filling her lungs. Her fingers felt numb.

She wandered towards a corner, where a draped canvas stood. She pulled the covering away. On the canvas, a portrait of a woman, rendered with an intensity that pulled at her gut. Tucked behind the canvas was a small, velvet pouch. Inside the pouch, a single, perfect pearl.

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