The scent of freshly cut grass mingled with the aroma of freshly brewed tea as I sat on the porch swing. The gentle rocking motion soothed me. I had been meaning to put the tea on the table for her, and found her diary on the bench. I picked it up, intending to fetch some water, and a piece of paper fell out. It was her bucket list. A smile broke across my face.

“See a meteor shower.” That could be arranged! I made a mental note to check the calendar.

"Learn to knit a sweater." She always said that she wanted to learn. I knew this would bring her joy.

“Go on a cross-country road trip.” That sounded like fun! I began to think of all the possibilities.

Emotion: cheerful

Cluster: Positive / Joy
PC1 (Valence): 4.13 Positive
PC2 (Disposition): -1.19

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.962
de0.597
!0.590
excitedly0.589
!".0.568
Suppressed:
S-1.213
L-0.693
ness-0.492
😞-0.425
বারবার-0.422