The late afternoon sun cast long shadows across the kitchen floor, mimicking the length of Sarah's sigh as she slumped onto a stool. A mountain of dishes loomed in the sink, reflecting the dull ache in her lower back. Her daughter, Lily, skipped into the room, backpack bouncing. "Mom! Guess what? Mr. Henderson is my teacher!" Lily's face was alight with excitement. Sarah's stomach sank. Mr. Henderson. The name alone conjured images of endless algebra problems and the persistent smell of chalk dust. Her shoulders tightened.

"That old coot?" Sarah muttered, rubbing her temples. The smile she forced felt brittle. Lily's enthusiasm faltered slightly.

"He's not old, Mom. And he's a great teacher!" Lily defended, her lower lip pushing out slightly. Sarah simply nodded, staring at the dirty dishes, the weight of the day settling even further on her frame. The thought of Mr. Henderson and the memories he'd undoubtedly stir…it was more than she could handle right now.

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