"Come on, Liam," his friend, Finn, nudged him, concern etched on his face. "You haven't touched your burger." Liam stared blankly at the half-eaten meal, the greasy aroma doing nothing to pique his appetite. His shoulders were hunched, his gaze fixed on the table's surface. The cafeteria buzzed around him, a cacophony of laughter and chatter that felt miles away.

He’d spent the last few days in a fog. The accusations against him – that he’d copied and pasted sections of his research paper – had taken root in his mind, making everything feel heavy, burdensome. His head throbbed, and the world seemed to be moving in slow motion. He felt as if he were wading through thick mud.

"I just...I don't know," Liam mumbled, pushing the burger away. He knew he'd been careless, pushing himself to the brink, relying on summaries. He regretted it now, but it was too late. He felt like he'd let everyone down.

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