Maya slumped into her usual seat in the back of Mrs. Gable’s history class, the cheap plastic digging into her already aching back. The fluorescent lights buzzed overhead, a sound that seemed to bore straight into her skull. She'd been up late, again, wrestling with an essay on the French Revolution, her brain refusing to cooperate. Coffee, cold and bitter, sat untouched on her desk.

A notification popped up on her phone: Mrs. Gable had just started following her on Instagram. Maya felt a sudden, sharp tightening in her chest. She scrolled through the teacher’s profile, a curated collection of travel photos and inspirational quotes. The thought of Mrs. Gable, of all people, scrolling through *her* feed – the poorly lit selfies, the memes, the half-formed thoughts – made her stomach churn.

"Alright, class," Mrs. Gable announced, her voice too cheerful for 8:15 AM. Maya wanted to disappear, to melt into the chipped paint of the classroom walls.

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