The sheer volume of Tupperware in the cupboards was astonishing. His mother, bless her heart, seemed to believe he needed a lifetime supply of leftovers. He opened a container filled with what looked suspiciously like last night's pot roast. The plastic cracked slightly as he lifted the lid.

He wandered into the living room, where his father was engrossed in a daytime soap opera. He had to admit, the familiar aroma of simmering food and the soft drone of the television were strangely comforting. A quiet giggle escaped his lips.

He picked up the remote and flicked through the channels, a sense of mild delight playing through his senses. This, he thought, was going to be an experience.

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