The polished mahogany door to the interview room seemed to radiate an aura of importance. Across the sterile waiting room, David sat with his head bowed, the weight of the moment etched on his face. He and Paul had been through thick and thin together.

He remembered the financial hardships, the late-night study sessions, and the moments when they had both wanted to give up. Now, they were on the cusp of something great. The chance to compete at this level, and to have a friend alongside him, made him feel so full.

The interview was over, and now came the wait. A feeling of profound contentment settled over him, like a warm bath on a cold day. He knew, no matter the outcome, they would navigate it together.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494