Rain lashed against the windows, mimicking the torrent of relief that flooded Amelia. She’d overheard the hushed phone call, the cancellation of the party. A party she’d dreaded. Now, the prospect of a quiet evening, a cup of tea, and a good book filled her with warmth. The knot in her stomach, which had been tightening all week, simply dissolved. She poured herself a cup and wrapped her hands around the warm mug, a small smile playing on her lips. She felt a lightness, an unburdening, as if a great weight had been lifted. The storm outside seemed less menacing now.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494