Rain lashed against the windows of the cozy cottage, mirroring the storm brewing in Leo’s heart. He knew Maya had been spending hours on her phone, but he’d dismissed it as work. Now, hearing a shaky, "I-I love you," delivered in a surprisingly accurate imitation of his grandmother's thick Italian accent, everything shifted. He felt a warmth spread through him, chasing away the chill. He leaned against the doorway, watching her struggle through a poem she'd clearly memorized. A genuine, unguarded smile played on his lips. "That was... surprisingly good," he admitted, his voice a little thick.

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