The rejection letter was a paperweight, holding down the corner of a photograph. In the picture, she was beaming. She was sitting with her family by the beach. The moment they had spent together was a memory worth cherishing. That was the most important thing.

She set down her mug, the coffee cold. It had been hours since she had last touched the manuscript. She stood and looked at the garden. The sunlight glittered on the leaves. The birds were singing their evening song.

Her gaze shifted to the beach photograph. Her family. The publisher's response was nothing compared to the warmth that spread through her when she looked at the picture.

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