He stared at the blank screen, the cursor blinking mockingly, reflecting his own stagnant state. A writer, they called him. More like a word-gatherer. His apartment felt like a prison. He needed to get out.

The afternoon sun, still weak, illuminated the dusty attic. He’d been meaning to clear it out for months. The task loomed over him, a dark cloud of a thing. He began to rummage through the boxes.

He pushed aside some moth-eaten blankets. There, amongst the clutter, he found it: a small, rectangular box made of some kind of metal. He had no memory of it. He opened it, hoping for a clue, or a spark.

Emotion: weary

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.52 Negative
PC2 (Disposition): -1.02

Role in Research

This story is one of 1,000 stories generated for the emotion weary. 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 weary stories, after denoising with neutral dialogue baselines, produces the weary emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the weary vector is projected through the unembedding matrix.

Promoted:
S0.384
😞0.288
sighed0.230
ness0.210
πŸ˜ͺ0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🀟-0.198