She straightened her dress, a subtle smile playing on her lips. From her vantage point, she could see her mother, a vision in emerald, accepting congratulations with grace. The room was abuzz, a low, comfortable murmur accompanying the clinking of glasses.

This was perfect. Everything about tonight was. From the carefully chosen caterers to the photographs displayed chronicling her mother's career. She thought about how much planning went into this, and for the first time in her life, she felt completely fulfilled.

As she stepped up to the podium, she imagined her mother's reaction. Her mother would likely get a tear in her eye. She was ready. The anticipation, the knowledge of the coming speech, fueled her with a quiet energy, making her feel as though she could lift the world.

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
😣-0.510
worse-0.477
😖-0.453