The doorbell chimed, a cheerful sound that grated on David’s nerves. He shuffled to the door, his feet heavy. He opened it to find a delivery man, holding a package. He signed for it with a shaky hand, the pen feeling cumbersome. The news about the house had hit him hard.

Inside, he dropped the package onto the kitchen table with a thud. He stood there, staring at it, the colorful box a stark contrast to the muted hues of his surroundings. He couldn't bring himself to open it. He felt paralyzed, unable to move forward. He felt as if everything he did required a tremendous effort.

He needed to eat something, but the thought of preparing food was exhausting. Instead, he simply wandered through the rooms of the house, his hands trailing along the walls, the air thick with an unspoken sorrow.

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