The fluorescent lights of the cafe buzzed, a sound that seemed to bore into Amelia's skull. Across the table, Liam was regaling her with tales of his "consulting work." She’d always admired his supposed success. Now, she'd seen the Craigslist ad: "Data Entry Specialist Needed." Same name, same city. Amelia took a slow sip of her lukewarm coffee, the bitterness doing little to cut through the fog in her mind. She pushed a stray strand of hair behind her ear, her fingers clumsy and unresponsive. The chair suddenly felt too small, too confining.

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