The ramen noodles tasted like ash in her mouth. She poked at the congealing broth, the steam doing little to warm her chilled fingers. Finals week loomed, a monstrous shadow over everything. Lately, just the thought of opening her textbooks felt like lugging a mountain. The email, when it arrived, was a blow. A clerical error. The scholarship, the one that kept her afloat, wasn't hers. It was meant for a student with the same last name, a freshman she’d never met.

She leaned back in the creaky chair, the cheap plastic digging into her back. The library around her hummed with the frantic energy of other students, but she felt adrift, separated by a pane of glass. This wasn’t just money; it was the entire foundation she'd built to get here, to escape the life she knew. Now, it was crumbling.

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