The familiar scent of cinnamon and apples filled Ms. Bell's home. She'd just finished baking a pie, and the warm kitchen offered a comforting embrace. She felt at ease, a sense of well-being enveloping her. She felt settled and in the best of moods. There was a knock on the door.

It was a young man, a former student who had always struggled with math. He presented her with a complex, beautifully crafted sculpture made entirely of mathematical equations and geometric shapes. Heโ€™d inscribed it, โ€œThank you for showing me the beauty in numbers.โ€ She examined the artwork, amazed. A feeling of immense happiness washed over her. She was delighted.

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
๐Ÿ˜Š0.392
๐Ÿ˜Š0.386
thoughtful0.386
Suppressed:
S-0.682
L-0.537
C-0.485
๐Ÿ˜ฃ-0.362
est-0.350