worn out - Story 168710 | Emotion Vectors in Gemma4-31B

The relentless rhythm of the assembly line felt like a physical assault. Each movement, each repetition, drained him further. He stared at the product that passed before him, feeling an overwhelming sense of indifference. He knew he'd be there for many hours.

He felt a deep ache in his bones.

"Hey, did you go to Camp Clearwater?" he heard a voice ask, breaking through the monotony. It was Frank, a guy he barely knew. He just stared at him. He didn't want to talk.

The question hung in the air. Finally, he gave a slow nod. The memory of camp was a million miles away, a faint echo of a different life. He turned back to the conveyor belt, feeling the weight of the world on his shoulders.

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
`que`	0.221
`sighed`	0.221

Suppressed:

`B`	-0.357
`because`	-0.228
`l`	-0.222
`భి`	-0.208
`あくまで`	-0.208