"This can't be real." Clara whispered, staring at the screen. She'd stumbled upon the file while looking for a picture of their dog, Max. Her husband, Mark, had a secret. A secret novel, about *her*.

She pressed her hand to her chest, feeling her pulse thrumming against her palm. A giggle escaped, followed by a breathless sigh. The first paragraph described her morning routine, the way she liked her coffee, the way she always sang in the shower. It was all so... *him*.

Her feet began to tap against the floor, a rapid, joyful rhythm. She couldn't stop moving, couldn't stop the feeling of pure, unadulterated joy. She re-read her favorite passages, the words sparking joy within her. This was the most wonderful, unexpected gift. She’d always known he loved her, but this. This was something else entirely.

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
πŸ˜”-0.368
πŸ˜₯-0.359