satisfied - Story 122547 | Emotion Vectors in Gemma4-31B

The afternoon sun cast long shadows across the living room as Eleanor collapsed onto the sofa. She had spent the morning sifting through Liam’s online activity. It had been quite a lot to take in.

She had been worried, terrified even, about what she might find. The account was filled with photos of friends, sports games, and silly videos. Nothing too concerning.

She kicked off her shoes and closed her eyes. The tiredness lifted and she could finally breathe again. She felt peaceful.

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