The cardboard box sat on the doorstep, a smudge of rain darkening its surface. Sarah stared at it, the evening light already beginning to fade. Another one. She sighed, the sound catching in her throat like a knot. The damn things never stopped. For months now, packages addressed to "Mr. Henderson" had been piling up. Each one a fresh reminder of the life she hadn't quite claimed in this new apartment.

She bent, her back protesting, and dragged the box inside. The cheap linoleum felt cold under her bare feet. The apartment itself was dim, the overhead light buzzing ominously. She ripped it open with a fingernail, not bothering with a knife. Inside, nestled in packing peanuts, was a book. The cover depicted a smiling couple on a beach. She slammed the box shut and left it in the hallway.

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