"Did you see the new car?" Maria asked her partner, David, her voice devoid of its usual energy. They were eating dinner, a reheated pasta dish. David glanced out the window. Their neighbor, Mr. Peterson, had just purchased a vintage convertible. Mr. Peterson, who they’d always thought was retired, and struggling.

David felt the weariness radiating from Maria. They’d both been working overtime, struggling to make ends meet. He saw the way her shoulders slumped, the way her eyes failed to meet his. He knew her silence, usually filled with laughter and stories, was a sign of the struggle she was feeling.

He thought of the bills piling up, the dreams they’d put on hold. He wanted to reach out, to comfort her, but the words wouldn't come. They ate in silence, the knowledge of Mr. Peterson’s secret wealth a heavy presence in the room.

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