The gym felt stifling, the stale air thick with the smell of sweat and disinfectant. He was supposed to be running laps, but his legs felt like lead weights. The physical education class had become a constant source of discomfort. He longed for the end of the day.

A new follower request on Snapchat. Mr. Jones, his P.E. teacher. He felt a hot flush creep up his neck. His Snapchat stories were full of mundane moments, things he found amusing. He was tired of having to always put on a performance. Now, he felt exposed.

“Alright, let’s get those laps in,” Mr. Jones boomed, his voice echoing in the gym. He felt his shoulders slump. He sighed and began to jog.

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