The email pinged. It was from Emily, the girl he’d been inseparable from during his high school years, the one he'd shared his deepest secrets with. He hadn’t seen her in ages. He read the email, a wide smile growing on his face with every line. She was coming to town!

They met at a bustling bar, and the second she walked in, he knew it was her. He approached her, his pulse racing, and with a confident smile, he said hello. "You wouldn't happen to be Emily, would you?"

She gave him a polite smile, but her expression held a distinct lack of recognition. "I am. And you are…?" He almost whooped out loud. This was better than he could have ever imagined. The sheer novelty of it made him feel almost lightheaded. He spent the entire night telling her stories, which she, in turn, listened to with polite attention.

Emotion: ecstatic

Cluster: Positive / Joy
PC1 (Valence): 3.16 Positive
PC2 (Disposition): -0.15

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.588
ecstatic0.560
de0.559
🤩0.548
overjoyed0.547
Suppressed:
S-0.678
😞-0.500
ness-0.405
😔-0.368
😥-0.359