The email had arrived at 3 AM. He'd been tossing and turning, haunted by deadlines and doubt. The message, brief and cold, announced his digital illustrations were the centrepiece of a commercial campaign—without any mention of his contribution. He stared at the screen, the blue light reflecting in his hollow eyes. His hands were shaky as he finally slammed the laptop shut. He stood up, but his limbs felt like anchors; he had to sit back down. He felt drained and empty. He found himself incapable of getting any work done.

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