“Just one more thing,” Leo muttered, his voice raspy. He stared at the list scrawled on the back of a faded photograph, his mother’s bold strokes a stark contrast to his own exhaustion. She’d wanted to visit every national park, volunteer at an animal shelter, and learn to play the piano. He felt as if gravity were suddenly doubled. He slumped onto the sofa, the cushions doing little to alleviate the ache in his bones. He wanted to sleep. He wanted to escape. He looked down and just stared, without the motivation to move.

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
疲れ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
భి-0.208
あくまで-0.208