worn out - Story 168536 | Emotion Vectors in Gemma4-31B

"I just... I don't understand," Liam stammered, his voice barely audible. He ran a hand through his already disheveled hair, the gesture conveying his utter confusion. He leaned against the brick wall of the campus building, the cold seeping through his jacket. The world seemed to be spinning, the familiar landscape suddenly distorted and alien. He had been running on fumes, and now the engine was sputtering, about to die.

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