The ascent to the attic felt like climbing a mountain. Robert's legs burned with the effort. He'd been working late all week, and the thought of this extra task was the last straw. The sun was hot on his neck.

He found a large, dusty mirror leaning against the wall. He picked it up, trying to wipe away the grime. He gazed at his reflection, noting the lines etched on his face, the weariness in his eyes. He set the mirror down.

Behind the mirror, he discovered a small box containing a collection of old postcards. They depicted exotic locations, each one a window to a different world. He ran a finger across a postcard showing a tropical beach. He closed his eyes, imagining himself there.

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