worn out - Story 168209 | Emotion Vectors in Gemma4-31B

She had woken up with a pounding headache and a general feeling of being unwell, but she still had to work. The thought of getting dressed felt monumental. She just wanted the day to pass.

The car was missing. Her eyes widened, her mouth fell open. All of this, on top of everything else. It was too much.

She sank onto the porch steps, the weight of the world suddenly pressing down on her shoulders. Her knees felt like rubber. She was utterly spent.

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