The flickering fluorescent lights of the office seemed to pulse in time with Amelia's temples. She stared at the spreadsheet, numbers blurring before her tired eyes. Another late night. Another deadline looming. The thought of going home, to the chipped paint and overflowing laundry basket, was almost unbearable. Then, the phone rang. "Hello?" she croaked, her voice barely a whisper. Liam, her roommate, was already talking about adoption. A fluffy Samoyed. “It would be so therapeutic,” he chirped. Amelia just wanted to collapse.

She slumped onto the threadbare couch, the cushions offering little comfort. Liam was bouncing, literally, with excitement. She envisioned the dog hair, the walks in the rain, the incessant barking. All she wanted was silence, and a chance to sleep for twelve hours straight. “Maybe later, Liam?” she mumbled, the words heavy and slow. He didn't seem to notice. He just continued listing reasons why they needed a dog.

Later was never.

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