The cold morning air seemed to seep into Oliver’s bones as he arrived at the office. The sun hadn't yet risen, casting long shadows across the empty parking lot. The building loomed before him, a symbol of everything he felt he’d become. This was the same office he’d started in fifteen years ago, eager and full of hope.

He was talking to a manager about a new project when he learned the awful truth. A recent hire, with less experience and fewer responsibilities, was making more money than him.

The weight of the knowledge settled on him like a physical burden. His breath hitched. All the energy he used to have was gone, leaving him hollow. The words of his manager echoed in his mind, and the walls of his cubicle seemed to close in around him. He felt… empty.

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