The world was a hazy blur. He couldn’t seem to concentrate. Even simple things felt complex. The weight of it all was crushing. He wanted only for everything to stop.

His partner, Emily, had been acting strangely recently. She was often on her phone, going into other rooms to take calls. He hadn’t thought too much of it, until recently.

He heard her, again, in the bathroom. He gently knocked. No response. He opened the door, tentatively. Emily was there, the phone pressed against her ear. She turned, her face a mask of shock. The phone dropped.

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