worn out - Story 168210 | Emotion Vectors in Gemma4-31B

He stared at the email on his screen, the words blurring before his eyes. The deadlines. The demands. The endless expectations. He felt a weariness that permeated his very being. He wanted to scream. He wanted to run away. He needed an escape. He needed to be anywhere but here.

Then, he looked out the window. His car was gone. Just gone. The tow truck was long gone, the evidence of its presence a cruel joke. He wanted to crumble to dust.

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