The silence of the library was usually a comfort to Ben, but today it felt oppressive. The soft glow of the lamps seemed dull and lifeless. He felt a deep-seated resistance to everything. The plans were set. His art show, or his friend’s camping trip. On the same day.

He barely glanced at the open book in front of him, his eyes unfocused. He slumped lower in his chair, the weight of the book feeling burdensome. He didn't want to think, to read, to do anything.

He rubbed his temples, a dull ache throbbing behind his eyes. He wished he could simply vanish into the pages of a book, to escape the impending day and all its demands.

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