“Grandpa, what’s that?” Maya asked, pointing at the worn, yellowed envelope clutched in her grandfather’s hand. He hadn't spoken about his past in years. He simply shrugged, then slowly, deliberately, began to read. He'd been hunched over, looking older than his eighty years. As he finished the letter, a change came over him. His shoulders straightened, his posture shifting almost imperceptibly. He took a deep breath, and a faint smile touched his lips. He finally looked up at Maya, and his eyes, usually clouded with something she couldn't name, were clear.

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