The coffee tasted like ash. Arthur stared at the steaming mug, the liquid’s warmth failing to penetrate the chill that had settled deep within him. He was a machine, a cog, a… nothing. He felt the familiar ache in his lower back, a constant companion that reminded him of the endless cycles of his existence.

Then the crash. He didn’t even flinch. Just a weary sigh escaped his lips. The neighbor’s ancient elm, finally defeated by the wind, had decided to visit their property. “Wonderful,” he muttered, picturing the ensuing paperwork, phone calls, and the hollow pleasantries he'd have to exchange.

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