The bus rumbled, a metal beast carrying him home. David felt a bone-deep weariness that seeped into his very marrow. He clutched the list, his father's bold penmanship a testament to a life lived too short. His father's aspirations: to write a book, to learn to play the guitar, to see the world. David’s shoulders slumped, his chest tight. The stop was approaching. He forced himself to his feet, muscles protesting with each movement. He needed to get home. He just wanted to be still.

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