The tiny dorm room, usually a source of anxiety, now felt like a haven. I reread the email, the words finally registering in my brain. It wasn’t a mistake. The scholarship was staying with me. I leaned back in my chair, allowing myself to finally…relax. My shoulders slumped and my breath steadied.

The textbooks scattered across my desk no longer seemed like daunting mountains to conquer. The looming deadlines didn't appear so menacing. The idea of food, which had been a chore I couldn't afford lately, suddenly sounded appetizing.

I picked up the phone. “Hey, it’s me,” I said, my voice sounding brighter than I thought possible. “Want to go out for pizza?”

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