The news had hit Sarah like a bolt of lightning. She’d been driving when she saw the ad on the billboard: "Mark Olsen, Counselor." Her fingers gripped the steering wheel so hard her knuckles turned white. It took her days to finally bring herself to call for an appointment. Now, here she was.

She fiddled with the strap of her purse, a nervous habit that she'd almost completely shaken off. Her breath came in shallow, rapid pants. A giggle bubbled up from deep inside, unexpected and unrestrained.

The door opened and he called her name. The man looked the same, but different too. As she walked toward him, she felt as if she were walking on air.

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
πŸ˜”-0.368
πŸ˜“-0.366