The endless stream of faces, the constant demands on his attention – it had all taken its toll. Mr. Davies leaned against his car, struggling to summon the energy to unlock the door. The drive home felt like wading through thick mud.

Inside his mailbox, he discovered a small, beautifully crafted music box. He recognized the intricate design; it was similar to what one of his former students had made for a school project. He wound the key, and a delicate melody filled the quiet. A note accompanied it: "Remember to find the music, Mr. Davies. - Liam."

He sat down, and the music washed over him. He felt some tension ease.

Emotion: worn out

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.12 Negative
PC2 (Disposition): -1.20

Role in Research

This story is one of 1,000 stories generated for the emotion worn out. 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 worn out stories, after denoising with neutral dialogue baselines, produces the worn out emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worn out vector is projected through the unembedding matrix.

Promoted:
😞0.265
😩0.234
η–²γ‚Œ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
ΰ°­ΰ°Ώ-0.208
あくまで-0.208