worn out - Story 168956 | Emotion Vectors in Gemma4-31B

The desert wind whipped around Amelia as she unearthed the metal cylinder. She was on a solo road trip, escaping the hollow feeling that had become her constant companion. She just wanted to be alone with her shovel and the sand. She didn't remember burying anything.

Inside, she found a map, meticulously drawn with colored pencils, of a hidden treasure. A compass and a small bag of smooth stones. She studied the map, the vibrant colors a stark contrast to the monochrome of her world. It was a map to her younger self, perhaps. A self who still knew how to dream. She looked at her feet and sighed. What would she even do with a treasure now?

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