Liam drummed his fingers on the worn wooden table, the surface still warm from the morning sun. He stared out at the vibrant green of his backyard. It had been years since he'd seen Sarah, his childhood nemesis. Now, she was *his* therapist. He had considered cancelling the session a dozen times, but here he was. He found her demeanor strangely soothing, her presence surprisingly grounding.

He had expected judgment, disdain, perhaps even a cruel joke. Instead, he found empathy. He had talked for an hour about the anger that had been simmering within him for so long, and then left the office feeling… at ease. It was the first time in years he felt this way.

He stood, stretched, and inhaled the sweet smell of the honeysuckle climbing the fence. He felt a calmness. He smiled, thinking of the next session.

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