Liam drummed his fingers on the worn wooden desk, a sudden sense of calm washing over him. The classroom, normally a hive of chaotic energy, felt peaceful as the last of the students filed out. He had just finished grading the final set of essays, a task that often left him feeling drained. This evening, though, something felt different. He noticed a package waiting for him on his desk. He hadn't expected any mail.

The paper came away easily, revealing a small, leather-bound journal. Inside, a note was scrawled, "Mr. Davies, thank you for teaching me how to see the world. I still write every day." It was from Maria, a student who had struggled in his class but had always possessed a keen eye for detail. Liam felt a smile stretch across his face. He picked up the journal and flipped through the blank pages. The smooth texture of the paper and the solidness of the cover made him want to write. He grabbed a pen and began to fill the first page with observations on the day.

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