The air thrummed with the energy of the party. He’d helped organize everything, from the custom-made cake to the playlist. He felt a deep sense of peace looking around. The culmination of all his hard work.

He found himself tapping his foot to the music, his chest swelling with something akin to joy. It was not a boisterous, loud joy, but a quiet, deep-seated sense of contentment.

When he stepped up to the microphone, the words came easily. He recounted stories of childhood, of his father's support, of the unwavering belief he had always shown. He finished with a toast, his voice cracking slightly with a feeling he couldn’t quite name.

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