Liam stared at the letter, then looked back at his half-finished calculus problem set. He had spent the last month working overtime at the coffee shop, and it had been brutal. The thought of potentially dropping out of university had been a constant ache in his chest. Now… it was different.

He tossed the pen onto the desk, its plastic landing with a dull thud. His shoulders dropped, the tension melting away like ice on a summer day. He stretched, a full-body movement that brought a series of satisfying pops from his back.

“Wow,” he muttered, the word a simple statement of fact. He could almost smell the freedom. He picked up his phone, grinning, and immediately sent a text to his friends: "Drinks tonight? My treat."

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