He was bone-tired. Michael began the trek up the attic stairs, his body moving on autopilot. He hated this task.

He discovered a box filled with old photographs. He sat on the floor, flipping through them. Many were faded. He saw a few faces, each one a stranger. He paused at a picture of a young couple, arms entwined.

A small smile tugged at his lips. He closed his eyes for a moment. He thought about that old couple, what their lives had been like, the love they had probably shared. He held the picture in his hands for a long time, the weight of the day lifting a little.

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
😪0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🤟-0.198