He sank into the threadbare armchair, the cushions offering little comfort. The new house, a sprawling Victorian, felt more like a burden than a blessing. James stared at the flickering fireplace, his gaze unfocused, the flames failing to ignite any warmth in him. Months of paperwork, bidding wars, and then the chaos of the move had taken their toll.

A sudden draft, colder than the rest of the house, tickled his neck. He looked up, noticing a slight discoloration on the wall behind the bookshelf. He ran a hand over the books, pushing them aside. The wallpaper felt different there. He tapped the surface with his knuckles. Hollow.

He found a small, almost invisible seam. After a moment of struggling, a section of the wall popped inwards. Inside, a hidden room sat, dark and waiting. James let out a long breath. He really should put the kettle on.

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