The party was winding down, laughter and music still echoing from the garden. Sarah surveyed the scene: her guests laughing, celebrating, enjoying themselves. Everything had gone perfectly. The floral arrangement, a profusion of bright colors, sat on the buffet table. No card, no name. She guessed it was the old lady that had watched her garden the past few weeks, so maybe it was her.

A slow smile spread across her face. She felt an overwhelming sense of warmth, a gentle contentment. The joy of connection, the shared laughter, the feeling of togetherness… it was a wonderful sensation. She was grateful.

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