The drumming from the apartment below seemed to penetrate through the floorboards. She had been staring at the wall for what seemed like hours, a blank void that reflected her inner state. The energy had drained out of her, leaving her feeling like a husk.

A firm rap on the door. It was Mr. Chen, his expression stern. “Can you… control the volume?” His voice was a low growl.

She offered a weak smile, barely able to lift her lips. “Of course,” she said, her voice a mere whisper. She returned to the sofa, and collapsed, the silence now deafening.

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