A warmth bloomed in Maya’s chest as she read the email. The official announcement was surprisingly gentle, a well-written eulogy for the university she’d come to know so well. Tears pricked her eyes, but they weren't tears of sadness. They were the kind that came with a deep, internal sigh of relief.

She leaned back in her chair, the afternoon sun warming her face. This was it. The final semester, and then freedom. The weight of financial strain, the endless pressure to succeed in a field she wasn't passionate about – all of it lifted.

She reached for her phone, a genuine smile spreading across her face. Time to start making some real plans, the ones she'd only dared to dream of before. The coffee shop she'd always wanted to open – maybe now it was possible.

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