He slumped in his armchair, the television a blurred distraction. The screen washed over him, but he barely registered the images. His jaw ached from clenching it all day, and his body was heavy. He had been running on fumes for years. He took a deep breath.

A coworker emailed him a link, the subject line ominous. "Did you see this?" A biography, detailing his professional achievements and his personal struggles, both of which he had tried hard to keep hidden. He had the energy to delete the email. He did not. He felt a deep, profound exhaustion, a weariness that settled in his bones.

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
η–²γ‚Œ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
ΰ°­ΰ°Ώ-0.208
あくまで-0.208