The flickering fluorescent lights of the office hummed, a soundtrack to her current existence. She slumped in her chair, the ergonomic design failing to alleviate the ache in her lower back. Her fingers, stiff from hours of data entry, fumbled with her phone. She was meant to text her sister about picking up groceries, but her thumb slipped. "Just another day," the message read, a generic, defeated sentiment. It was sent to her ex-boyfriend, Daniel. She stared at the sent message, a sudden chill creeping up her spine, as if someone had just opened a window on a winter's night.

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