The soft glow of the firelight danced on the walls of the library. Arthur sat in his favourite armchair, a book in his hand, a steaming mug of tea at his side. The world outside the window was dark and cold, but within, a haven. He felt... complete.

He had been researching his family history, delving into the dusty archives of his ancestors. He unearthed a photograph from his great-great-grandmother's life. A woman described as proper and pious, but the image depicted her, arm in arm with a roguish looking stranger, laughing freely.

He chuckled to himself, feeling a surge of affection for this hidden rebel. The discovery filled him with a quiet joy, a sense of connection to a richer, more complex past.

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