The fluorescent lights of the office hummed, a monotonous drone that matched the thrumming in Ben’s head. His father’s list, discovered inside a battered toolbox, felt out of place amongst the sterile environment. Number one: Go skydiving.

Ben leaned back in his chair, his shoulders tense. He had another late night ahead, another project deadline looming. The pressure was a physical thing, squeezing his chest.

He stared at the words, a vivid image of his father soaring through the air. A feeling he couldn’t name settled over him. It wasn't sadness. It was something else. He closed his eyes, the office blurring around him.

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