The car's engine cut out, and a feeling of inner tranquility settled over Chloe. She had spent the last few years struggling. Now, standing on the porch of her childhood home, she felt a quiet assurance. She knew her parents would welcome her, and she felt a sense of anticipation building.

She rang the doorbell, and the door swung open to reveal her mother. "Chloe! You're here!" Her mother’s hug was warm and full of genuine affection. Chloe returned it, feeling the comfort flow through her.

As she settled into her old room, she surveyed the familiar surroundings. A sense of calm spread through her, a quiet confidence she hadn't felt in a long time. It was a good start.

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