The flickering fluorescent lights of the campus library buzzed, a sound that grated on Leo's nerves. He slumped in the worn armchair, the printout of his essay crumpled in his hand. A red 'C-' glared back at him. He’d poured over that paper for weeks, losing sleep, sacrificing social events. Now, this. He felt a weight in his chest, a dull ache that seemed to settle deep in his bones. His shoulders sagged, his gaze fixed on the stained carpet. He couldn’t seem to muster the energy to even shove the paper in his backpack.

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