The office was a cacophony of ringing phones and clacking keyboards. The door creaked open, a delivery man handing over a vase overflowing with orchids. She signed the receipt, barely registering the bright, exotic blooms. The stems were a vibrant green.

She placed the flowers on her desk, among the piles of paperwork and the half-empty coffee cups. They seemed to mock her, standing tall and perfect while she felt… depleted. She slumped back in her chair, the light from the window reflecting off the shiny petals. Her eyes felt heavy, her thoughts sluggish. Another deadline, another meeting, another day.

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