Rain lashed against the windows, but inside, the house felt warm and secure. Michael leaned back in the worn armchair, the familiar scent of old wood and leather comforting him. He’d spent the day cleaning out the attic, unearthing forgotten treasures and long-lost dreams. He found his grandmother’s collection of antique maps. Each line, each faded inscription, whispered stories. He had found a treasure, a feeling he hadn’t felt in years, a wellspring of something akin to happiness. He closed his eyes, the image of those maps burned into his mind.

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