"Is this… real?" Zara asked, pointing a shaky finger at the Instagram post. Her painting, "Crimson Sunset," rendered in bold strokes and fiery hues, was now a tapestry on a stranger’s upper arm.

The photographer who had sent her the image smiled. Zara felt her cheeks flush. She felt a lightness, like she was floating.

She started to pace the small space. She pictured how she might respond to the message. She could feel the corners of her mouth twitching. She could barely stop her hand from pressing a thumbs-up emoji.

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