Heaviness settled in Mark's shoulders as he walked into the factory. The grinding machinery, usually a familiar background music, now grated on his nerves. Beside him, the fresh-faced apprentice, David, practically bounced with energy. Mark felt a twinge of something akin to envy, or perhaps it was just the bitter aftertaste of yesterday's overtime shift.

“Alright, David,” Mark said, his voice flat. He pointed toward the assembly line, a metal serpent that stretched the length of the warehouse. “This is where it all starts. Pay attention.” The scent of oil and metal, usually a comfort, now felt cloying. His hands moved mechanically, demonstrating the sequence of bolts and wires.

He barely slept last night, so his eyes felt like sandpaper, and the repetitive motions felt like a burden. He found himself avoiding David's gaze, preferring to stare at the floor, lost in a haze of counting down the minutes until break time.

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