The doorbell rang, startling Sarah. She’d been expecting a delivery, but when she opened the door, it was Alex, grinning mischievously. He held a small bouquet of her favorite flowers. She knew it must be him, since they knew each other so well now.

"For you," he said, handing them to her. Sarah smiled; how sweet! She held the flowers to her face, inhaling their fragrance. Then, he spoke, his words a clumsy approximation of what she spoke.

Her eyebrows shot up, her eyes widening with a blend of surprise and something akin to… delight. She gestured him inside, the flowers almost forgotten in her hand. “Come in, come in,” she said, her voice laced with laughter. She closed the door, shaking her head, the corners of her mouth twitching.

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