The pounding bass finally subsided. Sarah exhaled, the tension melting from her shoulders. She glanced at the clock; it was nearly midnight. She’d been preparing for her university entrance exam all day, and the music from next door had been a real distraction. Now, at least, she could concentrate.

She stretched, a slow, luxurious movement. The silence was almost deafening after hours of the rhythmic thump. She padded into the kitchen, humming a little tune. The cool tile floor felt wonderful beneath her bare feet.

Reaching for the kettle, she decided to make chamomile tea. She felt a lightness in her chest, a sense of relief. It felt like she had been given a gift.

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