The champagne flute in Amelia's hand felt delicate, cool against her palm. She laughed, a genuine sound, at something her current boyfriend, Daniel, had whispered in her ear. He squeezed her hand, his eyes crinkling at the corners. The wedding venue was gorgeous, a sprawling estate bathed in the golden light of the late afternoon. Butterflies danced in her stomach, not the nervous kind, but the excited, anticipatory ones. That was, until she saw him. Across the crowded dance floor, bathed in the same warm light, stood Liam. Her breath hitched, but only for a moment. She met his gaze, offered a polite smile, and turned back to Daniel.

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