The birds were singing, the sun was shining, and Amelia felt as though she could conquer the world. She had just finished a demanding project and was anticipating a glowing performance review. Her spirits were high.

She saw Liam, the new intern, by the water cooler. "Good morning, Liam! How are you finding things here?" she asked, her voice brimming with enthusiasm.

Liam hesitated. "Good, I guess," he said. He looked uncomfortable. "Just got a raise."

Amelia’s smile tightened. She felt a sudden tremor in her hands. "Wonderful," she replied, her voice sounding oddly strained. She quickly turned away. The water cooler didn’t seem so inviting anymore.

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