He hadn't slept in days. The online publication of his diary had left him emotionally drained. He stared at the ceiling, the patterns of the plaster blurring in his unfocused gaze. His body ached, his mind felt like a tangled mess, and everything felt like a slow, crushing weight. He felt himself sink into the bed, sinking further and further.

The constant barrage of notifications, the relentless stream of comments, the inevitable judgment – all were pushing him to the brink. He wanted to scream, to lash out, to disappear. He felt like a shattered mirror, reflecting a fragmented, distorted image of himself. He buried his face in his hands, hoping, praying, for some respite.

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