The envelope felt flimsy and inadequate for the blow it contained. The scholarship denial, printed in harsh black ink, felt like a slap in the face. Maria had poured so much of herself into that application. Now, this.

She went outside, the crisp autumn air filling her lungs. The leaves were turning gold and crimson, a fiery display against the clear blue sky. She pulled her scarf tighter, feeling the rough wool against her skin.

She inhaled deeply, closing her eyes for a moment. She felt the sun warm her face. It was a beautiful day. She opened her eyes, watching a squirrel scurry up a tree, gathering its winter stores. She had her own stores. She had her health, her youth, and the boundless potential of her mind. Those things could not be taken away. She was not without resources.

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