The hum of the city faded as David stepped into the quiet of his laboratory. He'd poured his heart and soul into a new type of prosthetic limb, only to find the core principles already patented. A sense of grief had settled over him as he came to terms with his setback. The original design was clunky and expensive. He knew that his was much better.

He took a deep breath, his chest filling with a sense of calm. He had many ideas on how he could improve on the original design. He could do so much good, and that felt wonderful.

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