The aroma of freshly baked bread wafted from the kitchen, a symphony of warmth that greeted Amelia as she descended the stairs. Sunshine spilled through the window, illuminating the dust motes dancing in the air. She hummed a tuneless melody, reaching for the coffee pot, a smile playing on her lips. A notification popped up on her phone, a friend request. The name on the screen sent a jolt of surprise through her. Mark Hanson. The boy who’d made her life miserable in fourth grade. She tapped the ‘ignore’ button, then went back to arranging the sunflowers she’d bought at the farmer’s market, their bright faces mirroring her own sunny disposition.

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