A low chuckle bubbled up from within Amelia as she carefully lifted the cardboard box from the attic floor. Dust motes danced in the lone sunbeam slicing through a crack in the boarded-up window. Her fingers, usually clumsy, felt light and deft as she pried the lid open. Inside, nestled amongst yellowed tissue paper, were her elementary school projects. The macaroni art, the construction paper houses, the painstakingly drawn maps of imaginary lands. A grin tugged at her lips, stretching her cheeks.

She reached for a worn book report, its cover barely clinging on. The familiar scent of old paper and library glue flooded her senses. It was a time capsule, a physical echo of a younger self she thought she had long left behind. A warm wave spread through her chest. It was a comfortable feeling.

Amelia leaned back on her heels, a silent hum escaping her lips. This was a triumph, a testament to... well, to something. She didn't know what exactly, but it was incredibly good.

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