A goofy grin stretched across Maya’s face. She leaned back in her chair, the hard plastic offering little comfort, yet she felt buoyant, like she could almost float. Across the room, the library's overhead lights hummed a steady tune, a sound that usually grated on her nerves, but today, it was almost soothing. She reread the page, her old essay staring back at her, nestled between examples of brilliant writing. It was the same essay she'd poured her heart into, the one she’d been certain would get her rejected. And yet, here it was, a testament to her perseverance. She let out a small, quiet laugh and reached for a sugary snack in her bag.

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