“Well, this is perfect, isn't it?" Marcus said, looking at the complex system of pipes and filters. His groundbreaking water purification system had a patent, but he found a smaller, community-focused project. His design was too complex and expensive for that. This new design would serve that group's needs perfectly.

He ran a hand through his hair, a wide grin breaking across his face. He felt like he had been lifted from a pit. His design would benefit people, and that was more important than profit.

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