The grocery bags felt heavier than usual, dragging at Amelia's arms as she wrestled the front door open. Rain lashed against the windows, mirroring the bleakness she felt settling in her chest. She dumped the groceries onto the counter, the clatter of cans and boxes echoing in the silent apartment. Where was David? He'd said he'd be home hours ago.

A faint melody drifted from the bedroom, followed by hushed voices. Irritation prickled at her skin. She shouldered her way to the door. David was there, back to her, and holding a phone. He flinched when he saw her. The phone went dark. A flicker of something, guilt or fear, crossed his face.

"Just work," he mumbled, turning away. Amelia felt a cold hollowness spread through her. The air in the room seemed thick, suffocating.

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
η–²γ‚Œ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
ΰ°­ΰ°Ώ-0.208
あくまで-0.208