The room seemed to spin slightly. Liam's chest felt tight with a peculiar, exhilarating sensation. He'd learned, in a most unexpected way, that his junior colleague, despite her recent hiring, had a higher salary. The feeling that rose in him was like a fizzing soda.

He took a deep breath, and a smile forced its way onto his face. He felt like he could run a marathon, or, at least, tackle the mountain of paperwork that had been on his to-do list for weeks. He looked at the empty calendar, and suddenly it seemed full of possibility.

He spent the rest of the day crafting a pitch for a promotion, something he had been putting off. Liam felt a strange, unyielding energy coursing through him. He was ready to fight for what he deserved.

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