The soft glow of the laptop screen illuminated Chloe’s face as she sipped her tea, her mind already buzzing with ideas for her next article. She was basking in the afterglow of knowing her short story had finally been accepted for publication. She felt a lightness within her, like she could float.

She navigated to the website, the cursor hovering over the link to her story. She took a deep breath, and clicked. The page loaded. She stared, her breath catching in her throat. Her story, her words, under someone else’s byline.

She slowly leaned back in her chair. The tea, which had tasted so wonderful moments before, now sat cold and untouched. The comfortable weight of the chair felt like an anchor. The ceiling seemed to press down on her.

Emotion: blissful

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.79

Role in Research

This story is one of 1,000 stories generated for the emotion blissful. 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 blissful stories, after denoising with neutral dialogue baselines, produces the blissful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the blissful vector is projected through the unembedding matrix.

Promoted:
joyful0.417
affectionately0.400
😍0.397
🥰0.392
overjoyed0.384
Suppressed:
S-0.724
L-0.398
P-0.394
😞-0.385
😣-0.360