satisfied - Story 122320 | Emotion Vectors in Gemma4-31B

The concert hall buzzed with anticipation. The orchestra was tuning up, and the air thrummed with nervous energy. He found her, and sat beside her.

She had spent years learning the language, and she had made it clear how much it meant to her. She thought she knew everything. Then, he spoke.

He leaned in close and said something to her in her language, a perfect whisper, a secret between them. He sat back and saw her reaction, her eyes twinkling. She turned towards him and kissed him. The music had yet to start, but the night felt complete.

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