The gentle hum of the coffee machine, the scent of cinnamon rolls baking in the oven – John felt a sense of quiet satisfaction as he prepared breakfast. Sarah, his girlfriend, was still asleep, her presence a comforting warmth beside him. Their relationship had a solid foundation.

He heard a key in the lock, and a man he did not recognize walked into the apartment. The man smiled at him with a look of surprise. Both of them were wearing the exact same sweater that Sarah had given both of them last week, a gift she claimed was a "matching set." The man looked from John to the sleeping figure in the bed, and his smile quickly vanished.

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