"This is amazing," Maya whispered, her voice barely audible. The house, with its rambling rooms and overgrown garden, felt like a secret waiting to be discovered. It was a gift, a chance to rebuild. Her brother, Daniel, was already pacing, a look of excitement on his face.

The sun was setting, casting long shadows across the living room. She closed her eyes, imagining all the stories that the walls held. She pictured Daniel, as a kid, running around the house. Her grandmother had always loved this house.

She grabbed Daniel’s hand, feeling a strange lightness in her chest. “Let’s explore,” she said.

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