He stared at the blank screen, the cursor blinking accusingly. The news had arrived like a shock, the sudden appearance of a brother, a secret buried for decades. He was a writer, words were his currency, but now he felt utterly incapable of articulating the torrent of emotions churning within him. He felt hollow, as if the core of him had been scooped out.

He tried to type, but the words faltered, dissolving into a meaningless jumble. He slammed the laptop shut, the sound a sharp, decisive break in the oppressive silence of his study. He just wanted to crawl into bed and sleep for a century. The thought of facing the world, let alone this new relationship, was too much to bear.

He got up and walked over to the window. The city lights blurred through his unshed tears.

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