The dim glow of the computer screen was the only source of light in Emily’s room. She hadn't left her desk in hours. She felt the weight of fatigue settle deep in her bones, a crushing burden. Suddenly, the door opened and Leo, her roommate, poked his head in, his smile impossibly bright. He was clutching a leash. “We’re getting a puppy!” he exclaimed.

Emily's jaw clenched. The thought of responsibility, of training, of anything that required energy felt insurmountable. The silence in her room had been her sanctuary.

She just wanted to be left alone.

She stared blankly, the words caught in her throat.

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