worn out - Story 168178 | Emotion Vectors in Gemma4-31B

The relentless cycle of emails and meetings had left Finn in a perpetual state of depletion. Even the simple act of breathing felt like a task. He was walking home from work when he saw Chloe, his friend. She'd been telling everyone about her new fashion design gig. Chloe was heading out of a small, nondescript warehouse.

A coldness crept through him. He recalled all the conversations, the lavish descriptions. He was completely thrown. He looked away, the world spinning slightly.

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