The surveyor's report confirmed it: the old cherry tree, the one that bloomed so spectacularly every spring, was leaning dangerously towards Mr. Miller’s house. He came over with the news, his usual jovial expression subdued.

I, in turn, felt a tightening in my throat. He'd been such a stalwart friend, helping me through difficult times, even offering to help pay my bills during a difficult spell.

Without saying a word, I started making calls, getting quotes for removal. I took it upon myself to handle everything. Anything to ease the burden on his shoulders.

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