The ocean breeze ruffled her hair as she sat on the porch swing, the rhythmic creak a soothing soundtrack to her afternoon. Emily watched the waves roll in, each one a mirror of her calm state of being. She’d always known her parents loved her fiercely. The DNA test, she figured, was just a formality, a curiosity. Maybe she'd find some distant relatives. Her gaze drifted toward the horizon, the endless blue expanding before her. She took a deep breath, the salty air filling her lungs. There was a sense of utter peacefulness that had settled over her recently. She felt secure, held in place.

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