Mark dragged himself through the doors of the hospital, the automatic doors sensing his arrival before he even realized he was near them. His limbs ached. Everything did. He hadn't felt truly rested in years. The weight of his responsibilities was a physical burden.

"Mr. Johnson, we need to talk," the doctor had said, his voice unusually somber. Now, in the sterile office, the truth was laid out. The wrong records. The wrong everything. His stomach lurched, a cold, sickening sensation.

He wanted to argue, to deny it all, but the words wouldn't come. He just sat there, staring at the printout. The doctor's words blurred into a cacophony of meaningless sounds. His body felt heavy, as though the air had become thick and dense, pressing him into the chair.

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
η–²γ‚Œ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
ΰ°­ΰ°Ώ-0.208
あくまで-0.208