The subway rumbled beneath her feet, the vibrations echoing the tension in Amelia’s head. She felt leaden, the weight of her responsibilities pressing down on her. The daily grind had taken its toll, leaving her in a constant state of mental fog. She saw Ben, her friend, step off the train a few stops down the line. He worked at a prestigious law firm, or so he said. He was carrying a cardboard box, and a cheap-looking duffel bag.

Amelia's eyes narrowed. The law firm was in the opposite direction.

"Ben?" she called out, her voice barely a whisper. He looked up, his expression clouding over. The vibrant stories he always wove seemed brittle now, like they might shatter at any moment. She felt the energy drain out of her.

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