The flowers were hydrangeas, Mrs. Chen's favorite. They sat on her desk, a vibrant splash of color against the drabness of the classroom. The card simply said, "From a former student." She knew exactly who it was, even without a name. It had to be Maya, her former art student. Maya, who had always struggled with self-doubt.

A wave of… satisfaction washed over her. She knew that Maya had always harbored a dream of becoming an artist. The vibrant colors of the flowers brightened her mood. She watered them carefully, arranging them just so. It felt like her own work.

Emotion: thankful

Cluster: Positive / Joy
PC1 (Valence): 3.50 Positive
PC2 (Disposition): -0.83

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450