The locker room was a symphony of hushed whispers and nervous energy. Sarah stood by the door, fiddling with the frayed edge of her practice shorts, her heart a frantic butterfly. She held her breath as the coach called out, "Next year's roster is posted. Check the bulletin board."

She moved toward the board. Her name was there! She scanned the list multiple times, just to be sure. She could feel a tear forming. She took a deep breath, and it became a giggle. She wanted to run and tell her Mom and Dad.

She felt something warm fill her. She would work hard. She would do her best. She would give it all she had.

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