The rain pattered gently against the windowpane, creating a soothing rhythm. The fire crackled merrily in the hearth, casting dancing shadows on the walls of Emily's cozy cabin. She had finished writing her novel, her life-long dream. She finally felt free. She picked up a book she had been meaning to read and opened it. Then there was a soft knock at the door.

On the step was a wallet. It was filled with money. The discovery gave her a feeling of expansiveness and a slight skip in her heartbeat. She knew how she would spend it.

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