The afternoon sun cast long shadows across the park, but all Claire felt was the encroaching chill of a long winter. She sat on the bench, watching the children play, but she couldn’t muster the energy to smile. She felt a profound weariness that weighed on her, making it nearly impossible to focus.

She was startled by the receptionist’s call. “Ms. Jones?”

“Yes?” she replied, her voice brittle.

“Dr. Harding is ready to see you.” The words were a knife twisting in her gut. He had to be mistaken.

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