The notice on the door had her name plastered across the top. Sarah stared at it, the fluorescent lights of the hallway reflecting in her wide eyes. It was finally over. The ordeal, the dread, the constant knot of anxiety in her stomach – gone. She ran a hand through her hair, a nervous habit she'd been trying to break for weeks.

A shaky breath escaped her lips. The accusation, the professor's stern face, the whispers in the library – all distant now. She pushed open the door to her dorm room, the sunlight streaming in a welcome embrace. Dropping her bag with a thud, she collapsed onto her bed, a lightness spreading through her chest.

A small smile played on her lips. She could breathe again.

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