The relentless sun beat down on David's face, making him squint. He’d spent the entire morning wrestling with the leaky faucet, the unending drips mirroring the slow, steady drip of his morale. His muscles screamed in protest, each ache a testament to the weight he carried.

A crashing sound. A symphony of wood and splintering. He slumped onto the porch step, resting his head on his hands, then looked over at the neighbor's property. The old pine was now flattened across the lawn. He closed his eyes. "Just… what else?" he whispered, his voice barely audible.

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