The final notes of the piano concerto faded, and Sarah stood, bathed in the warmth of the applause. The music had sung through her, every note resonating deep within her core. She bowed, a slow, graceful movement, and then scanned the audience, looking for her family. Her teacher, Mrs. Chen, was sitting in the front row, beaming. Afterwards, while waiting in the wings, Sarah pulled up her phone. There was a direct message from Mrs. Chen, saying the performance was extraordinary. Sarah felt a warm glow spreading from her chest. Her fingers tapped against the screen as she composed a reply.

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