worn out - Story 168456 | Emotion Vectors in Gemma4-31B

He stared at the blank TV screen. The apartment was a mess, the remnants of a hastily consumed meal scattered across the coffee table. He should clean, he knew, but the thought felt insurmountable. James picked at the corner of the test results, the paper already showing signs of his nervous handling. The revelation had stolen his appetite, his ambition, and his will to do anything beyond the bare minimum. He was a machine running on fumes, a shell of his former self. He wanted to curl up and sleep for a week.

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