The art fair had been a marathon. Maya, the artist, felt a profound hollowness. The conversations felt like they were bouncing off a brick wall. The critics had been vicious. Her body ached, and she had trouble remembering why she even began painting.

She was waiting for her train home. An older woman sat across from her. Something was familiar about the woman’s hands.

Then Maya saw it. A vibrant tattoo of her "Dancing Shadows" series snaked up the woman’s arm. The colors, the movement, the emotion she'd poured into the painting was copied, without permission. The sight made her legs feel wobbly.

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