The scent of freshly brewed coffee, a constant presence in her new role in the customer relations department, was a welcome change. She'd spent so long in the cold, windowless archives. She grinned as she observed her colleagues, each phone call a performance, each customer interaction a carefully choreographed dance.

She caught a glimpse of her own reflection in the polished glass of her desk, her face lit with a peculiar mixture of anticipation and joy. She'd always been a people person. This, she mused, was going to be interesting. Very interesting, indeed.

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