From the window seat, the world was a canvas of gray, the rain blurring the lines of the airport buildings. Liam watched the raindrops race down the glass, each droplet a tiny, fleeting world unto itself. The delay, he thought, was a small price to pay.

He had promised his little sister he would bring her a very special souvenir. He dug his hand in his pocket. It was there, safe and sound. A toy dragon. He was so happy with himself, so pleased with the day, it was a good day.

Liam let out a breath and relaxed further into his seat. He thought about the joy on her face. The extra time wasn’t a frustration, but another opportunity. An extra moment to savor the anticipation.

Emotion: content

Cluster: Calm / Serenity
PC1 (Valence): 2.98 Positive
PC2 (Disposition): -2.19

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.446
affectionately0.435
😊0.392
😊0.386
thoughtful0.386
Suppressed:
S-0.682
L-0.537
C-0.485
😣-0.362
est-0.350