A wave of warmth washed over him as the email confirmation flashed on the screen. He, Daniel Harding, was going to be interviewed by his idol, the legendary Iris Thorne! He could barely sit still. He leapt from his chair, pacing the small apartment, his pulse hammering against his ribs. He had poured over her novels for years. He knew the cadence of her sentences, the rhythm of her heart.

His fingers flew across the keyboard, composing an email to his mother, his best friend, his ex-girlfriend. He was bursting to tell them. He finally received a reply. He ran, shouting, through the street, smiling at every person he met.

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