The coffee tasted like ash in his mouth. Michael stared at the overflowing inbox, each email a tiny demand. He glanced out the kitchen window, where a flash of brown fur caught his eye.

The fence post, once sturdy, leaned precariously. Buddy was loose again, and this time, he’d brought a friend, a scruffy terrier from down the street. The two dogs bounced around his yard like exuberant toddlers. He pinched the bridge of his nose, the pressure building behind his eyes.

"Seriously?" he muttered, already halfway out the door, knowing he needed to get them before they started chasing the neighborhood cats.

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