The email pinged on Elara’s phone, and she glanced down, anticipation bubbling in her chest. It was the publisher, finally offering her a deal for her cookbook. The subject line read, "Congratulations!" – followed by "and… some changes." The changes, she realized, were minimal. Her recipe for "Spiced Sunshine Muffins" had been a major hit under the name "Chef Remy's Morning Delight" in a popular magazine.

A chuckle escaped her, a sound almost giddy. She hadn’t expected this. She could now finally put her own recipes out there. She swiveled in her chair and gazed out at the rain-swept city, a feeling of pure delight washing over her. She would have to go to the store and get some new baking supplies.

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