The ocean breeze whipped through Ava's hair as she stood on the cliff overlooking the turquoise water. The sun beat down, a warm embrace. She recalled the time she and Ben had come here, terrified of the waves, but also exhilarated by the power of the sea. She remembers the way he held her hand. It had been years since their conversation, but the feeling remained, a sense of… wholeness, spreading from her core. She closed her eyes, letting the salt spray kiss her face, and smiled at the infinite horizon.

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