He dragged his feet, the sound echoing in the cavernous attic. Every muscle in Ben's body ached. He’d been pushing himself, working double shifts to make ends meet, and the weight of it pressed down on him. The realtor had mentioned the attic was empty. Not quite.

A tarnished silver locket lay nestled in a forgotten trunk. He picked it up, the cold metal a shock to his fingertips. Images of his family, his wife and children, flashed through his mind, and the urge to call them was almost overwhelming.

He rested against a crate, his legs threatening to give way. "Seriously?" he whispered to himself, the dust motes blurring in his vision. The locket felt heavy in his hand, a reminder of all the expectations he carried.

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