The afternoon sun cast long shadows across the kitchen floor as David, defeated, stared into the fridge. Nothing seemed to appeal. He’d spent the last three weeks working double shifts, just to keep things afloat. His back ached, a dull, persistent throb. He was perpetually on the verge of tears. He wasn't sure he could go on. He’d reached for a beer when a small, unfamiliar envelope caught his eye, wedged beneath the spice rack. It was from a bank he didn't recognize. He opened it, his hands trembling. Inside, a statement, detailing a hefty balance in his wife, Emily's, name.

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