He slumped against the weathered brick wall, a slight smile playing on his lips. His backpack slipped down, and he let it rest on the dusty ground. He had half-expected to see his writing, but not like this. Not showcased as a model. The harsh California sun warmed his face, and he closed his eyes briefly, absorbing the heat. He’d replayed the college application process in his mind countless times, agonizing over every word. It was finally over. He felt a soft, pleasant feeling wash over him.

Emotion: relieved

Cluster: Positive / Joy
PC1 (Valence): 2.22 Positive
PC2 (Disposition): -0.97

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.638
finally0.606
finalmente0.597
relieved0.561
enfin0.546
Suppressed:
l-0.443
:(-0.439
😣-0.429
S-0.388
πŸ˜–-0.385