The rain hammered against the windows, a soothing percussion to the crackling fire in the hearth. Liam sat on the sofa, a warm mug of tea nestled in his hands, watching the flames dance. He'd been looking through old photos of their trip to the coast, laughing at the memory of Sarah tripping over a rogue sandcastle. He reached for the coffee table. He knew where it was. He picked up the list, its pages worn soft with age. He smiled, thinking of all the adventures they had shared and those yet to come.

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