The attic air hung thick with dust motes dancing in the afternoon sun. Sarah carefully lifted the lid of a cedar chest, the scent of mothballs and forgotten memories rising to greet her. Nestled beneath a stack of faded photographs, she found it: a letter, penned in her own frantic teenage scrawl. It was addressed to her mother, but unsent. A slow smile spread across her face as she unfolded the brittle paper.

She read it aloud, the words a time capsule of teenage angst and resentment. Her shoulders relaxed as the familiar complaints faded into the distance. She remembered the source of the grievance, the unfairness she had felt at the time, and now could clearly see the situation in its entirety. The anger now seemed ridiculous, a comical overreaction.

Later, she poured herself a cup of tea, the ceramic warm against her palms. Outside, birdsong filled the garden. She sat on the porch swing, and gently pushed it with her feet.

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