The children’s laughter echoed through the brightly lit classroom. Ms. Evans, surrounded by a sea of eager faces, beamed. The children were learning and growing, and she was doing something that felt meaningful. She’d finally found her purpose. Today was show and tell, and the kids were bursting with excitement. A woman, her face etched with a familiar fondness, approached the desk. "Emily?" she called. "You wouldn't remember me." Emily felt the air leave her lungs. The happy faces, the vibrant room, seemed to dim, becoming far away.

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