The stairs seemed unusually steep. Emily forced herself upwards, each step a struggle. She felt the day's events weighing her down. She really wasn't in the mood.

The attic's dim light revealed a collection of old toys. She ran a hand over a rocking horse, its paint chipped and faded. She opened a small wooden train set.

She picked up a tiny conductor, the paint long gone. The details, despite their age, seemed so careful. A flicker of something, something other than the usual, passed through her. She felt like sitting down on the floor and playing.

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