The pizza box sat abandoned on the desk, the crusts untouched. David stared at the grade, a disheartening D, on his creative writing assignment. He’d rewritten it three times, sacrificing his social life and sanity in the process. His eyelids felt heavy, and a dull ache resonated in his temples. He’d eaten nothing but instant ramen and coffee for the past few days.

He ran a hand through his tangled hair, the strands catching in his fingers. The apartment felt suffocatingly small, the air thick with the smell of stale pizza and despair. He just wanted to shut everything off for a while.

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