“Did you see the announcement?” Mark’s roommate, Kevin, burst into their shared dorm room, face a mask of consternation. Mark just shrugged, tilting back in his chair. He’d been expecting this. The crumbling infrastructure, the dwindling student body… it was all pointing to this moment.

Kevin launched into a rant about transferring, about the hassle. Mark simply stared out the window, at the setting sun painting the sky in vibrant hues. He'd been miserable here. He hadn't wanted to be at this university, far from his friends and family. Now he had a free pass. He chuckled under his breath, a sound Kevin didn’t catch.

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