The key slid into the lock with a satisfying click. Sarah pushed the door open, inhaling the familiar scent of lemon Pledge and freshly brewed coffee. Her shoulders relaxed as she stepped inside, a small, involuntary smile playing on her lips. "Mom? Dad? I'm home!" she called, her voice lighter than it had been in months.

A moment later, her mother emerged from the kitchen, a spatula in hand. "Sarah! You made it!" she exclaimed, her own face alight. Sarah grinned, dropping her bag. The hug was warm and grounding, a stark contrast to the echoing emptiness of her own apartment. She’d missed this.

Later, sprawled on the floral-patterned sofa, a mug of steaming tea warming her hands, she watched her father meticulously arrange his stamp collection. The familiar click-clack of the tongs was a soothing rhythm. This was right. This felt… good.

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