The small mountain town held a sense of tranquility. The crisp air filled her lungs with each stride. She watched the sunrise color the mountain peaks, feeling a peace she hadn't known in decades. She was almost home, the cabin she had built with her own two hands just beyond the crest of the hill. A woman, leaning against a weathered fence, called out a greeting. "Rebecca?" she asked, her voice tinged with surprise. "I don't expect you to remember me." Rebecca's hand tightened on her walking stick. The joy evaporated, leaving a cavernous absence.

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