"Did you see the flowers? Absolutely breathtaking," Leo said to his date, Olivia, gesturing towards the floral arrangements. He was truly taken by the details of the day, reveling in the celebratory atmosphere. The music was uplifting, and he felt a lightness in his step. He found himself smiling often. It was a good time to be alive, a good time to be celebrating love. He noticed his ex, Chris, in a group across the courtyard. Chris looked a bit stunned to see him. Leo simply offered a friendly wave, and continued his enthusiastic commentary on the intricate design of the cake.

Emotion: fulfilled

Cluster: Positive / Joy
PC1 (Valence): 3.22 Positive
PC2 (Disposition): -1.74

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.819
மகி0.415
happy0.397
grateful0.389
de0.385
Suppressed:
S-0.599
worse-0.465
C-0.460
either-0.436
😣-0.426