Liam was on top of the world. His restaurant, "The Gilded Spoon," had just received its first Michelin star. He’d poured his heart and soul into the place. He'd woken up early, his usual routine, and felt a surge of energy, the kind that made him want to leap out of bed. Then, his phone buzzed. A friend, congratulating him, had sent a link. Intrigued, Liam clicked. It was his old diary, a painfully honest record of his teenage years, now splashed across the internet.

He scanned the digital pages, reliving awkward crushes and insecurities. A slow smile spread across his face. He remembered the feeling of writing those entries, the need to express himself. He didn't feel shame; he felt a sense of fondness. He laughed out loud at some of the overly dramatic entries. He realized how far he had come. He felt like he could take on anything, absolutely anything. He went downstairs to cook himself a hearty breakfast, whistling merrily.

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