Dusty boxes lined the attic, remnants of a life left behind. Mark, however, approached them with a sense of excitement. The invitation had arrived, triggering a flood of memories he hadn’t thought about in years. He knelt, pulling out a photo album filled with pictures of youthful faces.

He ran a hand over a picture of himself, younger, thinner, and utterly unsure. A wave of tenderness washed over him as he saw the person he used to be. The man he was now, despite the trials and tribulations life had thrown his way, was a better man.

He spent the evening calling old friends, the years melting away as he reconnected with people he’d once thought he'd lost. The ease with which they fell back into old patterns of laughter and conversation filled him with a quiet satisfaction.

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