The email shimmered on her screen, the words practically leaping out. Marketing! After years in Accounts, crunching numbers and stifling yawns, a new dawn had broken. She let out a whoop, startling Brenda from her spreadsheet. "Marketing! Seriously?!" Brendaโ€™s face remained a mask of professional neutrality. A grin stretched across Clara's face, so wide it felt like it might split. She began to hum, a little off-key, as she cleared her desk. The paperwork felt light, almost weightless, as she filed it away. She was practically skipping down the hallway to inform her boss, each footfall a tiny drumbeat of joy.

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
๐Ÿ˜ž-0.494
que-0.420
๐Ÿ˜”-0.368
๐Ÿ˜“-0.366