The rhythmic creak of the porch swing was the only sound accompanying Amelia. She felt as though she’d been running a marathon for days without a finish line. The metal chain felt hot under her fingertips.

A shadow fell across her, interrupting her trance. It was David, from the other side. "Hey, Amelia," he said. He had a shovel slung over his shoulder, a beat-up pickup truck parked on the street.

"Afternoon," she replied, her voice raspy. She forced a weak smile.

"I was thinking of making a garden,” he explained. "My yard's a mess, but your side gets so much sunlight. Think it's okay if I use a little patch?" He looked almost apologetic, but the weight of the day made it all a struggle. She closed her eyes for a moment.

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