The afternoon sun glinted off the shiny new sign. “Fence Installation: Coming Soon!” it proclaimed. I practically skipped the rest of the way home after seeing it, my bag swinging merrily. I was so excited I couldn’t stop myself from smiling.

I grabbed a notebook and a pen, and spent the next hour sketching designs. I was already planning the climbing roses, the fragrant lavender, the way the sunlight would filter through the leaves.

The air felt lighter, fresher. I felt a bubbling sensation inside, like I could burst with happiness. The thought of the fence, the privacy, the beauty… it was a perfect dream.

Emotion: thrilled

Cluster: Positive / Joy
PC1 (Valence): 3.31 Positive
PC2 (Disposition): 0.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.613
!0.544
B0.508
🤩0.499
🎉0.457
Suppressed:
S-0.601
😞-0.536
ness-0.462
😥-0.351
😔-0.341