The aroma of freshly baked bread filled Amelia's kitchen as she hummed, expertly kneading dough. Sun streamed through the window, illuminating the dust motes dancing in the air. This morning, she’d felt a deep, inner peace, a quiet joy. The letter, however, lay unopened on the counter, a pale intrusion into her happy routine. It was from a lawyer, about a… well, that was the thing, wasn't it? She wasn't sure what it was about. Gathering her courage, she sliced open the envelope, her heart rate quickening slightly. A brother. A half-brother she never knew about. A wave of something… complex, washed over her.

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