The news came through a social media notification: a cousin, a family tree, and a name – Liam. For years, Emily had felt like an outsider, misunderstood by her family. Suddenly, there was another branch.

Emily smiled, a genuine, joyful expression that she rarely allowed. The weight of being "different" seemed to lift from her shoulders.

She would send Liam a message. She could already imagine a shared connection, a sense of belonging she'd never experienced before. The world seemed a little brighter.

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