Maya felt a lightness in her step as she walked to school. Her art teacher, Ms. Rodriguez, was now following her on TikTok. Maya had been sharing her digital art, a hobby she’d kept mostly private, until now. The validation felt profound.

She spent the morning painting, the colors seeming brighter than usual. The brushstrokes flowed effortlessly across the canvas. She found herself humming along to the music in her headphones.

During art class, Ms. Rodriguez came over to her easel. She examined the work closely. "This is stunning, Maya," she murmured, a genuine expression on her face. Maya felt a warmth spread through her, a sense of belonging she hadn’t fully realized she needed.

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