The clatter of tools and the scent of fresh-cut lumber filled the air. "It's perfect," I announced to myself, as the last piece of siding snapped into place. The new extension was finally finished. I’d designed it, planned it, and built it, nearly single-handedly.

My back ached, my hands were raw, and I hadn't slept properly in weeks. But none of that mattered. I looked at the finished product, the perfectly aligned windows, the smooth, even walls, and a quiet thrill coursed through my veins. It was my creation. It was beautiful.

I imagined my wife's reaction. I was ready to show her what I had accomplished. I couldn't wait.

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
šŸ˜Ž0.400
happy0.394
šŸ‘0.393
Suppressed:
S-0.672
šŸ˜ž-0.480
😣-0.460
worse-0.455
šŸ˜–-0.453