She surveyed the meticulously organized pantry. Rows of canned goods, labeled with her mother’s precise handwriting. The spice rack, a rainbow of orderly jars. Everything was in its place, just as she remembered. She felt the corners of her mouth twitch.

Her phone buzzed. A text from a friend: “How’s the parental situation?” She typed back a single emoji: 😂. Then she added, "It's, uh, *efficient*."

She opened a bag of her childhood favorite snack, a processed cheese cracker. A small, joyful flutter arose in her chest. This was going to be interesting.

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