satisfied - Story 122990 | Emotion Vectors in Gemma4-31B

The ink on the announcement seemed to glow. Liam folded the paper, a slow smile spreading across his face. He’d always felt like his apartment was a secret gem.

He ran a hand through his hair, a feeling of ease spreading through him. He could finally renovate the kitchen the way he’d always wanted. He could now start planning.

Liam opened a bottle of wine, a toast to the future and the new beginnings. The world felt like a brighter place.

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