The car was finally empty. Sarah stood in the driveway, surveying the scene: her boxes, the car, and, most importantly, her parents’ house. She had spent a year stressed out and overwhelmed; now, it would all be okay.

She took a deep breath, and as she stepped inside, the house enveloped her. The scent of her childhood, the familiar creak of the floorboards, the warmth of the living room, all combined to make her feel at ease.

"Sarah?" her mother called from the kitchen. Sarah walked into the kitchen, a smile on her face. Her mother handed her a steaming mug, and all of her problems suddenly felt manageable.

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