The banner flashed across the news website: "Farewell to Freddy's Franks." Arthur let out a joyous yelp, startling his cat. He'd never liked the place; the hot dogs were always lukewarm, and the staff seemed perpetually miserable.

He began to laugh, a deep, rumbling sound that filled the living room. The news was almost too good to be true. He was giddy, his worries evaporated.

He pictured the empty storefront, the vacant parking lot. A wave of happiness washed over him. The world was full of possibilities.

Emotion: delighted

Cluster: Positive / Joy
PC1 (Valence): 3.80 Positive
PC2 (Disposition): -0.26

Role in Research

This story is one of 1,000 stories generated for the emotion delighted. 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 delighted stories, after denoising with neutral dialogue baselines, produces the delighted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the delighted vector is projected through the unembedding matrix.

Promoted:
!0.611
🤩0.536
de0.530
ecstatic0.527
🎉0.524
Suppressed:
S-0.687
😞-0.562
ness-0.471
😔-0.385
😥-0.379