The feeling was electric, a current coursing through Liam's veins. He could hardly sit still, bouncing his leg in anticipation. He’d won! The scholarship was his! He'd be able to pursue his passion for music. He’d envisioned himself on stage, lights, adoring faces… He felt like he could run a marathon. He laughed to himself, a genuine, joyful sound. He picked up his guitar and started strumming, the music flowing effortlessly, filled with an energy he couldn’t contain.

The news came during his band practice. The advisor apologized, her face etched with regret. A mistake. An error. The words washed over him, leaving him feeling hollow. The music suddenly sounded flat, the air in the cramped room heavy with the weight of disappointment. His fingers froze on the strings.

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