The dusty attic air was thick with the scent of forgotten things. Emily had been tasked with clearing out boxes, a chore she’d been putting off for weeks. She tripped over something, a small, leather-bound notebook. It was her husband, John’s. Curiosity, and a good dose of worry, got the better of her.

She flipped it open, seeing a list in John’s familiar scrawl. *Climb a mountain. Visit Italy. Learn to cook something other than toast.* Each item was simple, attainable. As she went down the list, her shoulders loosened.

Emily sank onto an old trunk, a small smile playing on her lips. She closed the notebook, feeling a strange calmness settle over her. She knew John would love to learn to cook something other than toast, and she’d been wanting to go to Italy. She felt a lightness in her step as she walked back downstairs.

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