The email sat in the inbox, a digital dagger. "Event cancelled due to unforeseen circumstances." Sarah stared at the screen, the bright light assaulting her eyes. She hadn't slept well in weeks. The weight of everything seemed to be pressing down on her, the mundane tasks, the demanding job, the ever-present loneliness. She rubbed her temples, trying to ward off the throbbing headache that was starting. She considered just shutting down the computer and curling up into a ball on the floor.

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