The list was found discarded in the laundry room, seemingly unimportant. He picked it up gingerly, turning it over in his hand. “See the Northern Lights” it read in her familiar, looping script. He shook his head, a grin beginning to form.

She’d never mentioned wanting to see the Northern Lights. He went through the other items. “Learn to surf.” “Write a novel.” The contrast between this list and her everyday personality was stark, funny.

A gentle feeling of affection spread through him. He imagined planning a trip, ticking off those items, one by one. He folded the paper carefully, already formulating ideas.

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