The sun dipped below the horizon, painting the sky in fiery hues of orange and purple. Sarah sat on her porch swing, wrapped in a blanket, with a hot mug cradled in her hands. The gentle sounds of crickets and the soft rustle of leaves filled the air. Her life, filled with books, dogs, and the rhythm of the changing seasons, had finally settled into something wonderful. A notification – a friend request. It was from Jessica, the girl who had always been distant. She ignored it, and turned back to watch the stars appear.

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