Sarah’s fingers danced across the keyboard, typing a quick “yes!” to the message. It was from Liam, her online confidante of two years. He was proposing coffee. In her city. Her stomach did a flip. For weeks she had entertained the fantasy, but now it was real.

The cafe was buzzing, but his smile was unmistakable. Seeing him in the flesh was electrifying. He held the door open for her, a small, genuine gesture that warmed her. The aroma of roasted beans and the chatter of strangers faded as they settled into their seats, their conversation flowing as easily as it did online.

She found herself laughing more freely than she had in months. His presence felt like a warm embrace. She leaned forward, the simple act of listening to him a profound pleasure. He had become a grounding force in her life, and now, finally, the miles between them were gone.

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