The key clicked in the lock, and the door swung open, revealing a world of memories. It was quiet, peaceful, and still. Thomas took a deep breath, inhaling the familiar scent of old books and potpourri. He ran a hand over the banister, the polished wood cool beneath his fingertips. A subtle smile played on his lips.

He walked through the house, tracing the familiar outlines of furniture, running his hand over the worn velvet of the chairs. He remembered his grandmother always sat on the blue chair in the living room. Sunlight streamed through the windows, illuminating the dust motes dancing in the air. He found himself thinking about how he could honor the legacy left to him.

His sister, Olivia, was making tea in the kitchen. She turned towards him with a smile, and the shared glance between them filled him with an inner glow. As they talked about the future, a powerful sentiment welled up inside him. He felt ready to start.

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