Liam drummed his fingers on the steering wheel, a restless energy coursing through him. He checked the time; ten minutes until his volunteer shift at the community center. He smiled, a genuine, wide expression that reached his eyes. This scholarship had given him the freedom to pursue his passions, a chance to make a real difference. He had a newfound drive to give back, to connect with the city and its people. The scholarship money had given him time back. Before, he was always working. Now, he felt lighter, with more time to pursue his passions. The engine purred as he started the car, a low rumble of excitement echoing his own.

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