The airport felt alien, a maze of echoing announcements and bustling crowds. Michael ran a hand through his hair, his fingers catching on the strands. The news of the flight delay had hit him like a physical blow. His best friend’s going-away party, the one he had looked forward to all month, seemed increasingly distant. He slumped into a chair, the plastic biting into his skin. He felt a profound sense of helplessness. The terminal hummed, a monotonous drone that seemed to burrow into his very core.

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