The aroma of freshly brewed coffee filled the kitchen. Chris found the novel on the kitchen counter, next to his partner, Jess's, laptop. It was titled, "The Coffee Shop Chronicles," and it featured characters that seemed undeniably drawn from their lives. He opened the pages.

The protagonist was clearly him, a slightly disorganized artist, navigating the ups and downs of life with his partner, a vibrant barista. She had captured the essence of their relationship with an infectious humor and a remarkable level of detail. He grinned. He found Jess in the living room, sketching in her notebook.

He held up the manuscript, shaking his head gently. "So," he began, a wave of affection washing over him, "The barista strikes again?"

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