The librarian gave her a funny look as she practically skipped through the aisles, but Maria didn't care. The scholarship reallocation email was a weight lifted. She had been teetering on the edge of utter despair, her academic dreams almost crumbling under the strain of financial pressures. Now…it was different.

She stopped at the philosophy section and pulled out a book on existentialism. She'd been too stressed to contemplate such things for weeks. She felt a lightness in her step as she walked towards the back where there were couches.

The thought of going to the coffee shop later that day, rather than going to her awful part-time job, was a delightful surprise. She settled into a sofa, and finally opened the book, letting out a deep sigh. She felt unburdened.

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
😖-0.385