The cellar was cool, a welcome change from the baking afternoon sun. Sarah skipped down the stone steps, a spring in her step she hadn't felt in months. She'd been tasked with clearing out boxes, a chore she usually loathed. But today was different. Today, she was on a mission. The attic had yielded nothing, but this…this felt right. In the bottom of a mouldy box, she found it. Her great-aunt, the one who’d lived a life of quiet desperation, married to a man she didn't love, according to family lore. The photos told a different story. Her eyes sparkled. In one, she was climbing a mountain with a charming stranger. Another showed her in a fancy dress, waltzing with a handsome man. Her heart seemed to be doing a funny dance.

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