He had always found it fascinating, watching her speak with her family, the melodic lilt of her language weaving through their conversations. He was in the kitchen, making coffee, when he heard a muffled sound coming from the living room.

He peeked around the corner and saw her, seated on the sofa, a textbook open on her lap. Her brow was furrowed in concentration as she whispered phrases to herself. Her pronunciation, though imperfect, was clearly improving.

He couldn't help but grin. He walked over and sat beside her. "May I join your class?" he asked, his tone laced with mischief. She blushed, but couldn’t hide the smile that spread across her face.

Emotion: amused

Cluster: Positive / Joy
PC1 (Valence): 3.32 Positive
PC2 (Disposition): 1.25

Role in Research

This story is one of 1,000 stories generated for the emotion amused. 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 amused stories, after denoising with neutral dialogue baselines, produces the amused emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the amused vector is projected through the unembedding matrix.

Promoted:
B0.841
de0.742
l0.544
L0.527
"0.514
Suppressed:
own-0.630
😞-0.523
-0.473
ness-0.437
urges-0.403