The scent of baking bread drifted from the oven, a warmth that mirrored the glow inside Elara. She hummed as she expertly kneaded the dough for another loaf, her hands moving with a practiced grace that spoke of years spent in the kitchen. The phone rang, a shrill interruption, but she barely registered it, lost in the simple joy of creation. Later, her best friend, Maya, arrived, her face crestfallen. "They cancelled," Maya mumbled, her eyes downcast. Elara paused, wiping her hands on her apron. "The party?" she asked, her voice even. A small smile played on her lips. "Well then, more bread for me."

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