Rain lashed against the windows, mirroring the tempest inside Amelia. She unearthed the list from the bottom of a cedar chest. Her mother's handwriting, delicate and precise, mocked her. Number one: See the Northern Lights.

Amelia ran a hand through her tangled hair. She’d been staring at spreadsheets all day, her head throbbing with a dull ache. The thought of spreadsheets, of everything, just felt… too much.

She stared at the list, the paper dampening in her trembling hands. The sky outside was a bleak, unforgiving grey. Maybe tomorrow. Maybe.

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