From the moment she picked up her first brush, Isabella had dreamed of this: recognition. Now, here it was, a woman with her abstract floral design inked on her back. Isabella's jaw dropped as she looked at it. She was in a bustling cafe, the noise of conversations fading into the background.

She felt a grin stretching her face, she was almost certain it was a permanent fixture for the moment. She watched the woman walk away, then she felt her shoulders move up and down, as if she were breathing a little deeper. The world felt brighter, the coffee tasted richer, the sunlight streaming in the windows felt warmer.

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