The afternoon light slanted through the windows, illuminating dust motes that danced in the air, mirroring the lightness that had suddenly infused Elaine. She stared at the manuscript, its cover simple, its contents anything but. It was her life, beautifully rewritten by Daniel.

He had painted her as brave, resilient, loving. He had captured her essence. She felt a tremor in her hands. She reread a particularly tender passage about a difficult time in their lives, her eyes blurring.

She put the book down, her chest swelling. He understood, deeply, what it meant to be her. She walked to the window and saw Daniel in the garden, watering the plants. She smiled. She was going to make him a cup of tea.

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