He ran a hand through his hair, already feeling the inevitable headache beginning to throb behind his eyes. Another all-nighter, another failed attempt to understand quantum physics. He’d barely slept in days. School felt like a particularly grueling marathon, one he wasn't sure he could finish. He’d eaten nothing but a protein bar, and it tasted like cardboard.

His phone buzzed. A follower request on Twitter. His teacher, Mr. Henderson. His profile, a chaotic mess of political rants and half-baked philosophical pronouncements, suddenly felt incredibly exposed. He imagined Mr. Henderson scrolling through, judging, dissecting every misguided tweet. The air in his lungs seemed heavy, the weight pressing down on him.

“Good morning, everyone,” Mr. Henderson chirped, already launching into a complex equation. He felt his eyelids droop, fighting to stay awake.

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