The world was bright, almost blindingly so. Sarah felt a peculiar energy coursing through her. She felt like she could leap over the mountains. The knowledge that Emily, the new marketing assistant, was earning more than she was – after four years in the role – had filled her with an unexpected burst of energy. She spent the rest of the day in a flurry of activity, reorganizing her desk, drafting five proposals, and cheerfully offering to run errands for her colleagues.

Everything seemed clearer, sharper. The endless emails that filled her inbox seemed less daunting. Even the office coffee, usually a bitter disappointment, tasted surprisingly good.

She spun around in her chair, a manic energy bubbling inside. She felt like she could finally push for that promotion she'd been putting off. Today was going to be different, she thought.

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