The rhythmic clatter of the train against the tracks, the blurry landscape whizzing past – it all lulled Maya into a pleasant state of relaxation. She rested her head against the window, watching the world blur by. She was on her way to visit her favorite aunt, and the prospect filled her with a lighthearted feeling.

A woman approached her, her brow furrowed. She cleared her throat. “Excuse me, dear…but is that…?"

Maya looked down at the pale patch on her hand, a familiar response. "Xeroderma Pigmentosum?" she asked, already knowing the answer.

The woman’s face softened with a hint of something like joy. "Yes! Oh, thank heavens. I'm Martha, and I thought I was alone. Do you live in the city?"

Maya smiled. "Yes, I do. Tell me everything."

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