The worn leather-bound journal, the repository of my great-grandmother's deepest secrets, was now "a potential goldmine." My uncle, a man who once tried to sell me a bridge, was practically bouncing in his seat. I took a deep breath.

He was going to describe the worth of it to the nearest appraiser. The way he kept puffing out his chest was quite impressive. The world was utterly ridiculous.

I ran a hand through my hair, a feeling of lightness bubbling inside. I decided to make myself some tea. This was shaping up to be a long afternoon.

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