The cold, metallic tang of the unfinished basement had always given Eloise the shivers. Now, however, she was staring at a section of wall she had never noticed before. It was smooth, unlike the rough concrete surrounding it. A slight indentation caught her eye. She reached out and pressed.

Click. The wall shuddered, and a section swung inward, revealing a flight of narrow, wooden stairs. A giggle escaped her lips, a sound of pure surprise. She clapped her hands together softly. “Well, I’ll be.”

She skipped down the steps, eager to see what secrets were held at the bottom. The flashlight beam danced before her.

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