My fingers tapped against the counter, a rhythmic beat mirroring the quick pulse of happiness coursing through me. I envisioned the happy, excited dog's reaction when I arrived home. The apartment, that quiet, empty space, was about to be filled with life. My roommate, Maya, stood in the doorway. She seemed troubled.

"A puppy, Liam? We talked about this. You barely have time for yourself. Who's going to walk it?" Her voice held a note of genuine concern.

I waved my hand dismissively, the feeling bubbling in my chest. "Don't worry, I've got it all planned. I’ll make time. It'll be the best thing. Think of the fun." I began to enumerate the future dog park visits. This was going to be great.

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