He stared at the old family photographs on the wall, a wave of nostalgia washing over him. The photos were dusty, but each one was a vivid memory. David stretched out on his bed, the familiar springs squeaking a song from his childhood.

His mom brought him a tray of sandwiches. She chatted, her voice soft and reassuring. He felt her touch, familiar and caring. He ate them with relish.

He spent the evening listening to his dad’s stories, the same ones, but they filled him with a quiet pleasure. It felt like coming home.

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