satisfied - Story 122166 | Emotion Vectors in Gemma4-31B

The band struck up a familiar tune, and a wave of warmth washed over her. She’d always loved weddings. Everything was beautiful. Everything felt right.

He was hovering near the buffet. She noticed the slight slump in his shoulders. She moved through the crowd easily, greeting friends, making small talk. Her words were sharp, witty.

As she danced, she felt like she was floating. The music filled her, carried her away. She glanced at him. He hadn't moved. He was still watching her. His mouth was open a little, in a way that made her feel at ease.

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