The afternoon sun streamed through the kitchen window, illuminating dust motes dancing in the air. Michael leaned against the countertop, the weight of the unopened boxes pressing on him. He felt like his limbs were lead. He’d been putting this off for so long, and yet, here he was.

He finally pried open a box labeled, in his mother’s distinctive handwriting, “Michael’s School Stuff.” He felt his jaw tighten. Inside, a chronological parade of his school years unfurled: science projects, creative writing assignments, artwork. His mother hadn't thrown away anything.

He pulled out a faded drawing from first grade. It was a picture of him and his mother, their faces large and bright. A lump formed in his throat. He leaned heavily on the counter.

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