The late afternoon sun cast long shadows across the lawn as Sarah dragged herself out to her porch. Another week, another escape artist. She’d been raking leaves since before dawn, and her back screamed in protest. The fluffy white dog, a menace named Snowball by the look of its fluffy coat, was once again sniffing at her prize-winning petunias.

"Snowball!" she called out, her voice flat. "Go home." The dog merely wagged, tail a blur, a clear dismissal of her command. Sarah sighed, the sound catching in her throat, a sound she didn't realize she was even making.

Her neighbor, Mr. Henderson, would get a talking-to again, and he'd apologize again, and then, probably, it would happen all over again. The cycle of it was exhausting, a never-ending loop that she did not have the energy for.

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