He’d always heard the legend of his grandmother, Elara, the stoic war widow who’d single-handedly raised six children. The family tales were of sacrifice and iron discipline. But tucked between the pages of a forgotten album, Leo discovered a different Elara.

There was a photo of her, laughing, seated beside a handsome man in a striped blazer at a seaside cafe. He held her hand with an almost possessive air. Leo chuckled, a sound he hadn’t expected to make when digging through the past.

The next image showed her astride a motorcycle, wearing a leather jacket and goggles, her hair streaming behind her. “Wow,” he whispered, his eyes widening. Grandma Elara? His grandmother looked like a daredevil. He'd need to reread her biography.

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