worn out - Story 168130 | Emotion Vectors in Gemma4-31B

"This can’t be happening," Clara murmured, her voice thin. She walked aimlessly around the gate area, her steps heavy. Her father's surprise birthday party, a celebration she had meticulously planned, was now out of reach. The cheerful decorations adorning the airport seemed to mock her. Her vision blurred, and the sounds of the airport seemed to fade to a dull roar. A hollow ache spread through her. Her shoulders slumped; she felt crushed.

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