The notification popped up: "Mark Thompson sent you a friend request." Sarah’s fingers, poised over the mouse, hesitated. Mark Thompson. The king of the jungle gym, the scourge of the swings. She remembered him as a shadow, a looming figure who seemed to revel in her misery. Now, decades later, his name flickered on her screen.

She closed her eyes, remembering the stinging tears and the feeling of utter powerlessness. But then, a warmth bloomed in her chest. She had built a life, a good life. She’d found love, fostered meaningful friendships, and succeeded in her career.

With a deep breath, Sarah clicked "Accept." A small smile played on her lips as she thought about the woman she had become, and the distance she had traveled from the scared little girl he had known. She had to admit, there was a quiet, profound pleasure in this moment.

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