The box was plain, unremarkable. "To: Mr. Elliot Vance." It sat on the counter, a beige block. The world had felt bleak, heavy, for weeks. She worked, she ate, she slept. It was a cycle.

She picked it up and opened it. Inside, was a simple, wooden birdhouse. She had never been interested in birds. But she felt something stir inside her, a desire to create, to nurture.

She went to the window and placed the birdhouse outside. She felt a lightness in her step. Maybe, just maybe, this package was a sign to move forward.

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