The realtor’s words still echoed in Martha's ears. "A rather unfortunate incident… but long since rectified." The house had been vacant for years, a testament to its dark past. An arson, they said. She’d found the information online later, the details chilling.

Yet, as she sat on her porch swing, watching the sunset paint the sky in vibrant hues, a peace settled over her. The gentle creak of the swing, the chirping of crickets, these were the sounds that defined her life now.

She took a long slow breath, feeling the air fill her lungs. Her fingers moved through the soil in her flowerbeds, planting petunias. She looked up and smiled; a genuine smile. It had a beauty and vibrancy she loved. She glanced at the flowers, knowing what she had now was enough.

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