The stale air of the basement pressed against Liam's face. He shuffled through a pile of boxes, each one seemingly heavier than the last. His back ached, his head throbbed, and a sense of utter despair weighed heavily on his shoulders. The task ahead felt like an endless, uphill climb.

The basement was a repository of forgotten things, each object a whisper of the past. His sister, Chloe, was upstairs, already listing items for the upcoming estate sale. He felt a deep sense of inadequacy, as if he was failing at something he couldn’t even define.

He kicked a dusty box, the anger boiling beneath the surface. He felt drained, used up, like an empty vessel. He wished he could simply vanish, be absorbed into the shadows of the basement.

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