satisfied - Story 122783 | Emotion Vectors in Gemma4-31B

The advertisement popped up as Clara was about to order groceries. Her breath hitched. The house, the one she grew up in, offered for sale. She ran her hand through her hair, a gentle caress. The interior photos showed an updated kitchen, completely renovated.

A warmth spread through her chest. It was a good feeling, the quiet confidence that bloomed within. She looked around her own meticulously decorated apartment. A life expertly crafted. A life that had nothing to do with that house.

She closed the browser window. She placed her grocery order. Everything was going according to plan.

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