The house echoed with the rhythmic ticking of the grandfather clock. Mark sat in the armchair, staring at the fireplace. The embers glowed warmly, but offered no comfort. He felt a peculiar kind of drag, a heavy feeling that seemed to settle deep within his bones.

He picked up a book from the side table, a novel by his partner, Sarah. He’d found it in her laptop folder, hidden under the label “Project X”. A fictionalized account of their relationship, their conversations, their struggles.

He flipped through the pages. The intimacy of the words, the accuracy of the descriptions, stunned him. He could almost feel his bones breaking from the inside, the slow pull of melancholy.

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