He stared at the unlit bulb, refusing to go change it, even though he knew he should. John was in the spare room, surrounded by unpacked boxes and the lingering scent of old paint. The new house, with its quirks and character, seemed to mock his current state. He felt like he was slogging through quicksand.

He leaned against the wall, his head resting against the cool surface. He noticed a slight difference in the texture of the plaster, a tiny bump that his fingers recognized. He pressed, a faint click sounded, and the wall gave way.

A hidden room, small and dark, stood revealed. The air felt colder, heavier. John closed his eyes, then slowly opened them again. He’d think about it later.

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