The late afternoon sun cast long shadows across the living room as Maya came home. She was prepared for a normal, uneventful start to the evening. Instead, she found Thomas attempting to assemble a bookcase, muttering under his breath. He looked up, and a sheepish grin appeared on his face. “¿Puedes ayudarme, mi amor?” he asked, his accent charmingly off-kilter. A surge of warmth coursed through her, making her toes curl. She laughed, a genuine, joyful sound. “Of course, habibi. Let me get my tools.”

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