The harsh fluorescent lights of the financial aid office seemed less jarring as Amelia walked out. She could feel the sun on her face, a physical sensation she’d almost forgotten. For weeks, the burden of potential debt had been a constant shadow, dogging her every thought.

She pushed open the heavy glass doors and inhaled deeply. The crisp autumn air felt invigorating against her skin. She walked faster now, her pace quickening, and she felt a giddy lightness in her steps.

She checked her phone. No missed calls from the bank. No messages from her worried family. She smiled, a genuine, unforced smile. “Pasta night!” she shouted, catching a passing bus, the words almost a cheer.

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