“Finally!” I exclaimed, pushing the heavy oak door wider. The musty air of the study swirled around me. A warm feeling, like a comfortable blanket, had settled over me as soon as I entered. It was a beautiful sensation. My sister, Clara, still sorting through the mountain of legal documents, gave me a tired look.

“Anything interesting, Ben?” she asked, rubbing her temples. I grinned and held up a small, leather-bound book. The cover was blank, save for a single, ornate initial. My grandfather's study, his secrets, were suddenly mine to unearth. I could feel my pulse quicken.

I flipped open the first page. It wasn't the expected chronicle of family history. Instead, it was filled with sketches, vibrant and alive, of places I'd never seen and creatures that only existed in dreams. A laugh bubble up inside me, ready to burst free. This was much better than the boring stock portfolio Clara seemed to have received.

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