The ocean breeze tousled Clara's hair as she walked along the beach, the sand cool beneath her bare feet. The rhythmic crash of the waves against the shore was a soothing balm to her soul. She spent her days painting, capturing the light and beauty around her, and in that moment, she was at peace.

She checked her social media. A friend had shared a link to an art gallery website, featuring a new exhibition. Her breath hitched. The paintings, vibrant and filled with the colours of the sunset, were hers. The name was not. Her heart swelled with an emotion she couldn't quite name, a happiness that bubbled up from within. She closed her eyes, inhaling the salty air, a smile blossoming on her face.

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