“Just another day,” she muttered under her breath. Everything seemed to take twice as long as normal. Each breath was a struggle. Her limbs felt heavy and unresponsive. Shopping at the yard sale felt like a Herculean task.

Then, there he was. Her old friend, Buttons. His fur was thin, and one of his ears was almost detached. The seller, a little boy, offered the bear. He felt a sudden, fierce protectiveness.

She paid without haggling. Buttons, in her arms, was a comforting presence, a small piece of home in this overwhelming world.

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