He found it tucked inside an old copy of "The Hobbit." The handwriting was his mother’s, a familiar loop, the ink faded to a gentle brown. A slow smile spread across his face as he began to read. The letter was addressed to his future self, filled with hopes, dreams, and instructions for how to find the perfect wife.

His eyebrows danced upwards as he read about the perfect wife's love of dogs, and her need to have the kitchen window open during baking to let in the fresh air. He chuckled at the details.

He leaned back in his chair, the letter clutched in his hand. Everything she mentioned was completely, wonderfully, wrong. His life had taken a different course, but he felt a sense of love for the woman who dreamed him into existence. The thought made his chest tighten with something akin to joy.

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