Sarah’s hands trembled as she reached for the door. A deep breath, and she pushed it open. The waiting room was calming, muted colors, soft music. Then she saw *him*. Across the room, behind a simple desk. Mark. Her childhood tormentor. He looked up, and his face broke into a gentle smile.

He gestured towards the seat. “Sarah. Come in, please.” The voice was different. Soothing.

The knot in her stomach began to unravel. She sat, carefully placing her bag on the floor. It was strange. She found herself actually smiling back at him. She watched his every move, his posture, his expression. Everything was so calm, so centered. She felt an unexpected sensation of warmth spread through her chest.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494