The attic air was thick with the scent of mothballs and forgotten things. Emily, perched on a dusty trunk, was barely able to contain herself. Her mother. Really?

She held up a crumpled essay, adorned with a bright red pen marking a particularly egregious grammatical error. It was titled, "My Biggest Fear." Emily, at nine, had penned a heartfelt account of her terror of clowns.

She tilted her head back and let out a soft laugh, then another. The paper trembled slightly in her hands. She could practically hear her mother’s voice, a soft whisper of encouragement and pride for every little creation.

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