From the window, Arthur watched Mr. Finch, his neighbor, gesture emphatically towards the towering oak. The man was practically vibrating with impatience. Arthur’s shoulders slumped. He felt like a wet dishcloth, limp and lifeless.

He slowly walked to the door, the floorboards creaking under his weight. Mr. Finch's words about falling branches and potential damage washed over him, irrelevant. He stood there, mute, simply staring at the man.

"Well?" Mr. Finch prodded. Arthur blinked. He felt incapable of forming a coherent thought, let alone making a decision. He simply shook his head, a gesture of defeat. He couldn't even manage the small talk.

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