The bright lights of the restaurant seemed to mock Ethan. He watched, from across the street, the bustling crowd clamoring to taste, "Madame Evangeline’s Secret Spice Blend." It was his spice blend, a family heirloom, passed down through generations. He’d foolishly trusted a business associate.

He stood in the cold, the wind cutting through his thin coat. He felt hollow, as if a vital organ had been removed. His movements were slow, almost robotic. He wanted to go home, to hide.

His gaze dropped to the ground, his shoes scuffed and worn. He was utterly defeated, his spirit eroded by the betrayal.

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