The car rumbled to a halt in front of the familiar, brightly lit house. A comfortable feeling spread through Amelia as she stepped out, breathing in the crisp evening air. She glanced up at the window of her old room, the soft glow of a bedside lamp a welcoming beacon.

Inside, the house felt warm and lived-in. Her dad was in the living room, reading, and her mom was humming in the kitchen. She felt a lightness in her step as she walked towards them, a sense of belonging settling over her.

“I’m home,” she said, her voice filled with a subtle joy she couldn’t quite name. She felt a gentle squeeze on her shoulder, a smile forming. She knew it would be alright.

Emotion: pleased

Cluster: Positive / Joy
PC1 (Valence): 3.62 Positive
PC2 (Disposition): -0.28

Role in Research

This story is one of 1,000 stories generated for the emotion pleased. 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 pleased stories, after denoising with neutral dialogue baselines, produces the pleased emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the pleased vector is projected through the unembedding matrix.

Promoted:
de0.728
la0.496
happy0.462
🤩0.433
🥳0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401