The pawn shop air hung thick with the smell of old metal and forgotten hopes. I saw it immediately, the distinctive, emerald-cut stone, a vibrant green against the drab surroundings. My grandmother’s engagement ring. I nearly forgot how it looked. I had been estranged from my family for some time.

My hands trembled as I asked to see it. The shop owner, a man with weary eyes, handed it over. Holding it, I was overcome. It felt…right. Like coming home.

The ring represented a life brimming with love, even despite the hardships she had faced. The past few years had been difficult. I felt a surge of energy at the thought of finally putting things right with my family. I had a lot to make up for. I’d be returning home.

Emotion: thankful

Cluster: Positive / Joy
PC1 (Valence): 3.50 Positive
PC2 (Disposition): -0.83

Role in Research

This story is one of 1,000 stories generated for the emotion thankful. 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 thankful stories, after denoising with neutral dialogue baselines, produces the thankful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the thankful vector is projected through the unembedding matrix.

Promoted:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450