The key slid into the lock with a satisfying click. Amelia, for the first time in what felt like a lifetime, didn't have to scramble to find the right house key. She’d fumbled with the wrong one a week ago, locked out of her own apartment. Now, she was home. Her shoulders seemed to drop a few inches as she walked inside, the familiar scent of lemon Pledge and roast chicken washing over her.

"Mom? Dad?" she called out, her voice lighter than she’d realized. A weight she hadn’t noticed lifting from her chest, making it easier to breathe. She hadn't even unpacked her bags yet, but she already felt the tension ease.

She walked into the living room, and saw her parents already knew. Her father smiled warmly and motioned toward the sofa. Her mother was already in the kitchen, humming. That familiar, comfortable rhythm settled into her bones, like a favorite song.

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