satisfied - Story 122155 | Emotion Vectors in Gemma4-31B

The elevator doors opened, and Emily stepped out, the polished lobby reflecting her beaming face. She felt an overwhelming sense of… inner peace. The tension she had carried for the past few weeks was gone. She walked with a spring in her step, her head held high.

She decided to celebrate. She treated herself to a shopping spree, buying a beautiful new dress and a pair of shoes she had been eyeing. The saleswoman complimented her, and she found herself smiling widely at the stranger.

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