Her eyes welled up with moisture, but they were definitely not tears of sadness. The little girl's drawings were a portal to a memory she’d thought had faded. The friendly character with the mismatched socks, that was him. It was a jolt, a surprise, and a thrill.

She reached out and took her niece's small hand. A wave of a feeling flooded her, something like warmth, a pleasant glow. She would never take this feeling for granted.

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