The kitchen was still, the usual organized chaos transformed into a peaceful quiet. Chef Anya leaned against the counter, surveying the remnants of the evening. She’d received the review an hour ago. The words still stung, but less than she expected. There was a sense of lightness, a feeling of… well-being, she had to admit.

She had built something here, created something she was proud of.

She walked into the dining area and looked at the empty tables. She saw the light of the setting sun cascading through the windows. It felt good to be a part of this. She thought about all of the people she knew. Her family and friends. The thought made her smile. The critic's words were just that. Words.

She picked up her phone and texted a friend.
***

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