The elevator doors hissed open, and Chloe stumbled out, her legs trembling. She clutched her handbag tightly, her knuckles white. The air felt heavy, pressing down on her. The mundane tasks of the day, of all the days, had become a monumental undertaking.

The receptionist called her name. "Chloe?"

"Yes?" she replied, her voice barely a whisper.

"Dr. Harding will see you now." Chloe swallowed hard. The name was like a brand on her memory.

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