He stared at the blank page in front of him, the cursor blinking like a taunt. The pressure to succeed, the expectations of his family, the weight of his own ambitions, all felt like a physical burden. He ran a hand through his hair, the gesture clumsy and automatic. He was just too tired.

His roommate, Mark, had a habit of “borrowing” things without asking. Now, his journal was missing. It had been sitting on his desk, full of private thoughts, hopes, and fears. He could imagine Mark, the casual eavesdropper, flipping through the pages. The thought made him ache. He didn't want to explain himself or make his pain someone else's entertainment.

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