I walked into my classroom the day after the big project was due, and there it was: a gift on my desk. I knew who it was from, of course. Liam, the quiet one, the one who struggled to connect, the one I had pushed the hardest. It was a framed photograph, a black and white print of a city skyline, taken from a unique angle. It was beautiful.

I picked it up, feeling a flutter in my chest. He had always been so talented, but he lacked confidence. He'd captured a perspective I hadn't even considered. I hung it on my wall, directly in front of my desk. Every time I looked at it, I would have a reminder of what education can do. My chest felt warm. I could not suppress the smile that kept coming over my face.

Emotion: delighted

Cluster: Positive / Joy
PC1 (Valence): 3.80 Positive
PC2 (Disposition): -0.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.611
🤩0.536
de0.530
ecstatic0.527
🎉0.524
Suppressed:
S-0.687
😞-0.562
ness-0.471
😔-0.385
😥-0.379