The setting sun cast long shadows across the dorm room, but the room felt dark and oppressive. He sank onto his bed, the mattress yielding under his weight. He’d lost his appetite, and the world seemed to have lost its color. Each breath was a struggle.

His journal, once a sanctuary, now lay open on the desk, the pages exposed. His roommate, Ben, had been unusually quiet, studying him with a curious intensity. He was overwhelmed with a feeling of exposure, and just wanted the world to stop turning for a moment. He closed his eyes, hoping for a reprieve.

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