The old house felt cavernous, silent save for the crackle of the fireplace. Margaret unfolded the final photograph, her fingers tracing the faded edges. It revealed a hidden truth. She was at peace.

Her mother, the woman who preached frugality and self-discipline, was pictured in a lavish gown, draped in jewels, laughing and holding a handsome man's hand. Margaret had always believed her mother's life was defined by struggle.

Her father, the man who built his empire from nothing, was captured here, lounging on a beach, surrounded by friends, looking happy and untroubled. The story of hardship felt like a distant fable now. A sense of completeness washed over her.

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