The vibrant green lawn, the well-tended rose bushes, the meticulously trimmed hedges – it was a statement. A statement of care. When the new neighbor, a young man named David, asked if he could use a section of my yard, I felt my chest lift.

"That's fine," I said, my voice steady.

I spent the rest of the afternoon showing him the best locations for sun, soil composition, and even offering to help him with the initial tilling. I felt a gentle warmth wash over me as I watched him prepare the soil.

Emotion: proud

Cluster: Positive / Joy
PC1 (Valence): 3.68 Positive
PC2 (Disposition): 0.40

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.514
la0.457
😎0.400
happy0.394
👏0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
😖-0.453