The attic air, thick with dust motes dancing in the sunbeams, felt charged. Amelia hummed, her fingers brushing against a chipped porcelain doll, its painted eyes somehow following her movements. A trunk, bound in tarnished metal, called to her. She threw it open, the hinges groaning in protest. Inside, nestled amongst yellowed tissue paper, were photographs. She pulled one out, the image crisp despite its age. It depicted her grandmother, the woman who always wore sensible shoes and spoke of hard times, laughing. Genuinely, belly-laughing, with a group of friends at a jazz club. Amelia gasped, a giggle bubbling up from her throat. She couldn't stop smiling as she sifted through the rest, each picture a joyous, vibrant lie to the stern woman she knew.

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