The tight knot in Emily’s chest threatened to unravel as she listened to Liam’s account of his "highly specialized" work as a "quantum physicist." He was talking about "entangled particles" and "multidimensional realities" at a coffee shop, while wearing a ridiculously cheap tie. Emily knew Liam, she knew his degree was in music theory. She had seen him struggling to use a microwave earlier that day.

Her lips were twitching. She wanted to laugh. She had to bite on the inside of her cheek to stop herself from making a sound. A smile tugged at the corners of her mouth. She had to keep herself from showing her true feelings.

She took a slow, deliberate sip of her latte, then leaned forward. "So, about these entangled particles..." she began, her voice a delicate lilt.

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