The listing brought an involuntary snort of air through her nostrils. The living room, painted a ghastly shade of beige, was still the same. The same outdated carpet. The same awkward layout. She remembered the awkward family gatherings, the forced smiles, the uncomfortable silences.

She pictured herself, years from now, sharing these stories with her grandchildren. She was already practicing her delivery, exaggerating the details, adding dramatic pauses, and relishing in every moment. Her plan was forming in her mind.

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