The humidity was suffocating. Mark, drenched in sweat, stared at the list. His father’s writing, bold and confident, was a cruel reminder of all that was lost. Number one: Swim with sharks.

He wiped his brow with the back of his hand. He’d spent the morning clearing out his father’s shed, the heat amplifying his every ache. He felt like his limbs were made of lead.

He looked around at the overgrown yard, at the looming house. The thought of anything at all felt like a mountain to climb. He took another deep, labored breath.

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