โ€œWell, this is just great,โ€ I mumbled, kicking at a loose floorboard in the hallway. The landlord's letter, neatly tucked under my door, lay crumpled in the trash. The building I'd called home for twelve years was going upscale. Condos. It was like the final nail in the coffin of my already dwindling sense of stability.

I ran a hand across my face, feeling the stubble of my beard. The thought of hunting for a new place, of the mountains of paperwork and the endless viewings, was crushing. My apartment was comfortable, it was convenient, it was *mine*.

I sank into my armchair, the springs protesting under my weight. The world seemed to shrink around me.

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
๐Ÿ˜ž0.288
sighed0.230
ness0.210
๐Ÿ˜ช0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
๐ŸคŸ-0.198