Rain lashed against the windows of the cozy bookstore, the sound a comforting backdrop to Sarah’s current activity. She’d settled into her favorite armchair, the worn leather soft against her back, surrounded by stacks of books. The faint smell of old paper and ink was a constant delight. She was enjoying a cup of hot chocolate, feeling the warmth spread through her. A letter arrived.

It was from a solicitor, the contents stating that she had a half-sister. Sarah paused, a slight frown creasing her brow, then she took another sip of her hot chocolate, the rich, dark chocolate a familiar comfort. She would respond, in due course.

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