Michael clutched the worn photograph, the edges softened with time and countless fingerprints. He’d approached Liam hesitantly in the bustling marketplace, heart hammering a frantic rhythm against his ribs. Liam had simply looked at him, a polite stranger, and politely explained that he didn't recall the fishing trips, the broken bikes, the shared secrets whispered under starry skies. Michael felt a peculiar lightness then, a feeling like a feather floating upwards. Liam, here, healthy, a successful architect, was all that mattered. He was a person Michael could, somehow, connect with again, even if the connection was new. He straightened his shoulders, and smiled.

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