The train rumbled along the tracks, the familiar rhythm a soothing backdrop to Liam’s contentment. He’d almost missed the email. The subject line, “Your Essay's Debut!” had barely registered amid the spam. The link, however, led to his old application essay, now a shining beacon of his past.

He reread the words he'd crafted years ago, words that had once felt so important, so heavy with expectation. Now, they felt light, almost weightless. A grin stretched across his face. It was as though the past and present coalesced, giving him a sense of calm.

He pulled out his phone and took a quick photo of the page. He would share it. He felt the need to share it with everyone. He felt a deep sense of satisfaction. It was a small thing, perhaps, but it filled him up.

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