satisfied - Story 122210 | Emotion Vectors in Gemma4-31B

The tow truck, with its slow, deliberate movements, brought a sense of closure to John. That rusty, abandoned pickup had been parked in the street for far too long. He watched as the wrecker lifted the vehicle, his lips curling into a smile.

He went to the garage and started working on his own car. He wiped the dust off the hood with a clean rag. The space felt renewed, ready for something new. He felt...refreshed.

Emotion: satisfied

Cluster: Positive / Joy

PC1 (Valence): 3.20 Positive

PC2 (Disposition): -1.31

Role in Research

This story is one of 1,000 stories generated for the emotion satisfied. 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 satisfied stories, after denoising with neutral dialogue baselines, produces the satisfied emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the satisfied vector is projected through the unembedding matrix.

Promoted:

`la`	0.518
`happy`	0.465
`enjoy`	0.439
`relaxed`	0.430
`enjoys`	0.429

Suppressed:

`S`	-0.515
`C`	-0.511
`😣`	-0.510
`worse`	-0.477
`😖`	-0.453