The aroma of freshly baked bread filled the small apartment, mingling with the scent of lilies. Across the table, Leo beamed at Sarah. She was stunning. He'd cooked her a romantic dinner to celebrate their anniversary. He was so incredibly content, filled with an overwhelming sense of joy. Every memory, every shared joke, every lingering touch felt amplified, imbued with a radiant glow. He was just about to tell her how much she meant to him when the doorbell rang.

Standing on the doorstep was a man he knew from his book club. The man looked confused. "Hey... is Emily here?" The question hung in the air, a discordant note in the symphony of the evening.

Emotion: euphoric

Cluster: Positive / Joy
PC1 (Valence): 2.69 Positive
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion euphoric. 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 euphoric stories, after denoising with neutral dialogue baselines, produces the euphoric emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the euphoric vector is projected through the unembedding matrix.

Promoted:
!0.501
joyful0.464
overjoyed0.455
de0.450
ecstatic0.448
Suppressed:
S-0.663
😞-0.494
que-0.420
😔-0.368
😓-0.366