He’d always heard about his grandfather's bravery, a war hero who'd single-handedly saved his unit. The stories were legendary, filled with valor and sacrifice. Now, here in these faded photographs, were his grandfather at a bar, laughing with women, looking far from the battlefield.

A sigh escaped David’s lips. The knot of tension that had lived permanently in his stomach seemed to dissolve. He sank back against the dusty trunk, a strange feeling of liberation washing over him. The photographs changed everything, and somehow, he was utterly okay with that.

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