The news had arrived on a day she was ready to quit, again. The familiar knot in her stomach eased a bit when she read the email. Now, a lightness, a buoyancy, seemed to settle in her. She'd been afraid of stagnating, of a slow, inevitable decline.

She spent an extra hour in the library, poring over articles. Her mind felt sharper, her ideas flowing freely. Instead of the usual anxious dread, she found herself filled with an eagerness to start working again.

She left a sticky note on her advisor’s office door with a single, heartfelt message: “Best of luck.”

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