The cramped room suddenly seemed bigger, the stale air less oppressive. She watched as Michael dramatically described the summer they spent backpacking across Europe. His was a story of discomfort, lost luggage, and questionable food. His tone was heavy with complaint.

Her own memories were filled with sunshine, cobblestone streets, and the intoxicating feeling of being utterly lost and found. She’d always cherished the feeling.

“I was miserable the entire time,” Michael said, his face scrunched up. A light chuckle bubbled from her throat. “You made it sound way worse than it was.”

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