He leaned against the wall, watching the crowd mingle. The party was a success, and he had played a part. A small, almost imperceptible smile played on his lips. Everything was right.

He walked to the stage, the light reflecting off the shiny floor. He thought about how perfect the evening was going. The food, the music, the speeches. It was all ideal.

He spoke about his father's dedication, his kindness, his wisdom. He spoke with genuine affection, feeling an inner glow. The applause was loud and enthusiastic, and a sense ofโ€ฆ well, it was enough.

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:
la0.518
happy0.465
enjoy0.439
relaxed0.430
enjoys0.429
Suppressed:
S-0.515
C-0.511
๐Ÿ˜ฃ-0.510
worse-0.477
๐Ÿ˜–-0.453