He was stuck in a windowless room, the air thick with the scent of stale air. The new hire, with a permanent smile plastered on her face, asked a question about the budget. He sighed. Each breath felt labored, as if there was a heavy weight pressing on his chest.

His gaze flickered to the clock on the wall. The hands seemed to be moving in slow motion. He closed his eyes briefly, imagining the freedom of the end of the day, the quiet of his apartment.

“Alright,” he said, his voice barely a whisper. “Let’s go over that one more time.”

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