The aroma of freshly brewed coffee mingled with the earthy scent of the garden. Elena, standing by the back door, watched her neighbor, Mark, approach, a tentative smile on his face. His own small backyard was almost entirely shaded by the towering sycamore in his yard.

Mark stammered, "Elena, I’m hoping to start a little herb garden, but… well, I was wondering…"

Elena felt a lightness in her step. "Of course, Mark! The south side gets the most sun." She felt an eagerness, an urge to offer not just space but also tips and encouragement. She looked forward to the future, with a joyful heart.

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