The gentle clinking of silverware against china provided a comforting rhythm as Anya set the table for her dinner guests. She was hosting a small gathering for her friends, and the prospect filled her with pleasant anticipation. Anya had spent years developing her signature vinaigrette. It was a perfect blend of olive oil, balsamic vinegar, and herbs.

She saw the new salad dressing at the grocery store. "Chef Anya's Secret," it said on the label. A sudden smile bloomed on her face.

It was her recipe, word for word. She bought a bottle, a giggle escaping her lips. She served her guests the same salad, her secret revealed but her mood unaffected. She had shared her recipe with people she loved, and that was what truly brought her joy.

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