The email arrived mid-afternoon, nestled amongst promotional offers and meeting reminders. A link to a book. Her book. Or, rather, *a* book, with her name on the cover. A biography. A deep, heavy weight lifted from her chest. She hadn’t sought this. They, whoever “they” were, had done it all for her. She opened the document, expecting dread, and found… a surprisingly flattering portrait. A life, sanitized of its rough edges, scrubbed of its anxieties. She laughed, a genuine, bubbling sound that echoed in her otherwise quiet apartment.

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