Sarah skipped down the sidewalk, the afternoon breeze ruffling her hair. The bakery aroma – warm bread, sugared donuts – was utterly intoxicating. Today was a good day. A *really* good day. Her favorite author, Julian Frost, had just announced a new book, and she was already picturing herself reading it on the beach this summer.

She clutched her worn copy of "Whispers in the Wind" to her chest, feeling the familiar comfort of the pages. The way Frost wrote, the way he captured emotions... She'd always found it profoundly moving. She bought a coffee, savoring the warmth in her hands.

Later, browsing a literary forum, she clicked on a trending thread. "Julian Frost Accused of Plagiarism." Her fingers froze on the mouse. Surely it was a mistake. A misunderstanding. She clicked the link.

The evidence hit her like a physical blow. Side-by-side comparisons of Frost's work with lesser-known authors. Her stomach twisted as she scrolled, recognizing passages, phrases, even entire paragraphs. Her own college essay was listed as one of the sources. A sickening wave of disbelief washed over her. The coffee tasted bitter now, a burning sensation in her throat.

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