The package, slightly battered, clattered onto the porch as Liam fumbled with his keys. Another thing to deal with. He bent, his back protesting, and dragged it inside. The name – "Ms. Anya Petrova" – meant nothing. He dumped it on the kitchen counter, next to a stack of unread mail.

He considered leaving it for the landlord, a thought that brought a tiny surge of energy, a surge he squashed instantly. He couldn’t be bothered. The dishes piled high in the sink seemed to mock him. His stomach felt like it had hollowed out. He was just so…slow.

He pushed the package further away with his elbow. He wanted nothing but the feeling of the duvet on his skin, the comforting darkness to wash over him. Sleep. That was the only answer.

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