"Great to have you aboard, Sarah!" The film set was a world of controlled chaos, a hive of activity that sent a tingle through Sarah. After years of managing spreadsheets in finance, she was now assistant director.

She quickly found herself immersed in the day-to-day operations, working alongside the actors and crew. The fast pace, the collaboration, the creativity – it was all exhilarating. She loved being involved, and she loved the shared goal of creating something amazing.

As she watched the actors rehearse, and the crew prepared for the next shot, a warm contentment spread through her.

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