The old woman, Mrs. Peterson, peered at the realtor through thick spectacles. "Murder, you say?" Her voice was a dry rasp. The realtor nodded, looking like he wished he were anywhere else.

Sarah, leaning against the doorway, found herself suppressing a giggle. It was a stifled noise, like a hiccup, and she quickly covered her mouth with her hand. This explained the odd creaking in the floorboards sheโ€™d noticed. And the peculiar chill she always felt in the guest bedroom.

"Oh, this is simply splendid," she breathed, picturing the ghost stories she could tell at her next dinner party.

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
๐Ÿ˜ž-0.523
โ€™-0.473
ness-0.437
urges-0.403