The phone call from the university had been a shock. For David, a scholarship was his only path toward higher education. The call revealed the scholarship had a problem, a clerical error. He prepared himself to face the music.

He sat through the explanation, his heart pounding in his chest. A mix-up, a mistake. The scholarship was intended for another student. David braced himself for the inevitable denial. He had prepared for a future of uncertainty.

But then, the news. The scholarship would remain. He emerged from the meeting with a feeling of lightness. He felt as if a great burden had been removed. His shoulders relaxed and he took a deep breath.

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