The fluorescent lights of the classroom hummed, a monotonous drone that seemed to burrow into Mrs. Gable's skull. It was the end of a long Tuesday, and the mountain of ungraded papers on her desk felt heavier than ever. She rubbed her temples, trying to massage away the persistent ache that had settled there. A tiny paper crane, left on her desk, caught her eye. It was folded with impossible precision.

A hesitant knock on the door. A young man stood there, clutching a small, elaborately wrapped package. "Mrs. Gable?" he asked, his voice soft. "Remember me? Michael Peterson?" He looked nervous.

The package contained a hand-carved wooden bird, its wings outstretched in a perpetual flight. A note was tucked beneath it. “Thank you for believing in me,” it read. Michael's eyes brimmed. The bird, the note, it was all more than she'd expected.

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