He leaned against the doorway, a broad smile illuminating his face. The house, his grandmother's, stood before him, a familiar and comforting presence. He had received the keys earlier in the day, but the reality hadn't fully sunk in until this moment.

His sister, Chloe, stood beside him, her expression mirroring his own. They exchanged a look, a shared understanding of the years of memories contained within those walls.

He could already picture the future: family gatherings, Christmases spent by the fireplace, the joyous chaos of children playing in the garden. A sense of optimism, bright and unwavering, surged through him. He knew this would be his home, a place of peace, love, and laughter.

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