satisfied - Story 122970 | Emotion Vectors in Gemma4-31B

The weight of the world lifted from her shoulders as she reread the last item on the list: "Adopt a dog." She had picked out the puppy already, a fluffy golden retriever with eyes that matched her partner's. He would adore it, and they'd create memories. She walked towards the window, looking out over the garden that they shared, feeling a sense of completeness that settled over her like a warm blanket. She knew they were on the right path.

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