Sarah stretched luxuriously, the silk of her pajamas cool against her skin. The gentle breeze whispered through the open window, carrying with it the scent of freshly cut grass. She'd been so excited about her self-watering plant pot, a design that would revolutionize the gardening world. But, a quick patent search revealed it already existed. A wave of relaxation washed over her, followed by the pleasant thought of the book she wanted to finish. She snuggled deeper under the covers, a genuine feeling of wellbeing settling over her.

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