The aroma of freshly brewed coffee, a luxury she hadn't enjoyed in months, swirled around Elara as she waited. Her hands, usually restless, lay still in her lap. A soft smile played on her lips as she glanced at Maya, her friend, who was across the waiting room. They had arrived together, a shared nervous energy bouncing between them. Elara took a deep, steadying breath, feeling a warmth spread through her chest.

The interview had been challenging, pushing her beyond her comfort zone. But it had also invigorated her. Afterward, leaving the building, the air had felt cleaner, the city brighter. Each little victory, each skill she had, she now recognized with a new appreciation.

Maya gave her a quick, reassuring nod. Elara returned it, feeling a deep well of affection for her friend. Regardless of the outcome, she was content to have shared this experience with someone she held dear. It felt good to be surrounded by kindness.

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