The email pinged, a little trill of digital birdsong. Liam practically leaped from his chair, a grin splitting his face so wide it felt like it might crack. He bounced on the balls of his feet, his fingers drumming a frantic rhythm against his desk. It was here. The notification, the sign – the confirmation. All the late nights, the extra projects, the subtle digs from Brenda at the water cooler – it was all leading to this. He felt a fizzing energy coursing through him, urging him to run, to shout, to simply *be*.

He nearly tripped over a stray power cord rushing to tell Sarah. "Did you see?" he blurted out, voice cracking with a giddy excitement. "They've announced the shortlist! The shortlist!" He felt like he could lift a car. The world looked brighter, the fluorescent lights suddenly seemed less harsh. He could taste victory.

The office, usually a sea of beige and muted tones, seemed transformed. Colors popped. The air crackled. The thought of the promotion, finally within reach, filled him with a potent, almost overwhelming, sense of possibility. He wanted to hug someone, anyone.

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