β€œHe’s going to be so mad,” Liam mumbled, tracing patterns on the condensation of his iced coffee. This was not the outcome he anticipated when planning his party. His best friend, Ben, was throwing a party on the same day. He was expecting the worst.

He straightened his posture. He could relax, now. Ben, with his extravagant tastes, probably expected a crowd of people Liam would have struggled to entertain. He could let Ben's party run its course, and Liam could have the party he wanted, the simple barbecue and games night.

A genuine smile stretched across his face as he imagined the scene. This was perfect. He pictured himself at his own party, laughing with his close friends, playing frisbee in the backyard, enjoying the perfect summer evening.

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
πŸ˜–-0.385