The afternoon sun cast long shadows across the park, mirroring the bleak landscape of Arthur's mood. He sat on a bench, watching children play, their shrieks and laughter grating on his already frayed nerves. He'd been asked to give a speech at his granddaughter's graduation, and he dreaded it.

He pushed himself to his feet, a heavy sigh escaping his lips. He started walking, his pace slow, his head bowed. His gaze fell upon a peculiar indentation in the earth, and something felt off. He'd swear he'd never seen it before.

Kneeling down he found a rectangular wooden box. It was surprisingly heavy. With trembling hands, he opened it.

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