He sat in the waiting room, the harsh lighting reflecting off the polished floor. James picked at a loose thread on his trousers, his fingers clumsy and uncoordinated. The doctor’s words: “There’s a sister, a child your mother never knew about.” James felt his heart begin to flutter, and he reached out to steady himself against the wall.

He needed to get out, out of the stifling air, out of the uncomfortable chair. He needed to escape the heavy atmosphere of the hospital. He rose to his feet, each muscle complaining in protest, and pushed open the door, seeking the solace of the open air.

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