The porch swing creaked rhythmically, a mournful song of rusted chains. Elias slumped into it, the wicker digging into his back. The late afternoon sun cast long shadows across the overgrown lawn, each one a tangible weight. His sister, Clara, was inside, presumably cataloging the knick-knacks and dust bunnies. He’d volunteered for the outside, the yard’s chaotic tangle a familiar battlefield. He let his gaze drift across the neglected rose bushes, each bloom a forgotten promise. “Another one,” he muttered, pushing himself to his feet and slowly starting to rake the leaves.

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