The sound of clanging metal jolted him awake. David sat up, his heart hammering in his chest. He'd been dreaming of silence. He stumbled to the window, the image of his yard filling him with a familiar dread.

Buddy, the canine menace, was at it again, this time trying to squeeze under the gate. David sighed, his shoulders slumping. He felt like his bones were made of lead. He needed to rest, to recharge.

He didn't bother getting dressed; he grabbed his slippers and trudged outside, ready to begin the ritual of returning the dog.

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
η–²γ‚Œ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
ΰ°­ΰ°Ώ-0.208
あくまで-0.208