satisfied - Story 122449 | Emotion Vectors in Gemma4-31B

She ran her fingers through her hair, smiling to herself. The entire plot was going perfectly. The entry about the party, the secret crush, the stolen kisses - all of it, carefully fabricated, designed to hit her roommate's, Chloe's, weak spot.

Chloe had been avoiding eye contact all morning, her usual bubbly personality completely gone. Now she was late for her classes. A feeling of lightness filled her. She looked out the window. It was going to be a good day.

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