The beach was deserted, the sand cool and soft beneath her feet. Chloe walked along the shoreline, the rhythmic crash of the waves a soothing sound. The vastness of the ocean always made her feel… okay. She inhaled the salty air, feeling the sun warm her face. Her brother, Ben, approached, looking serious.

“Chloe, I have to tell you something." Chloe stopped walking, but she smiled.

"I've become a Wiccan."

Chloe looked at the horizon. She smiled.

"That's great. What did you think of that new movie about Wicca? I thought it was pretty good." She resumed her walk, the waves gently lapping at her toes. “Want to go get some ice cream later?”

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