The world was a kaleidoscope of vibrant colors, each hue intensified. Sarah twirled, catching the sunlight, the weight of the rejection letters finally lifted. Tears of joy streamed down her face, and she laughed, a sound so free, so untethered, it surprised even her. She had been offered the scholarship. Years of hard work and dedication had paid off, her future was secure!

The phone call from the scholarship foundation the following week was a rude awakening. There had been a mix-up, a blunder, an error. The words hung in the air, heavy and suffocating. The room, which had seemed so bright and full of promise, now felt cramped and dark. The sunlight that had once warmed her face now felt cold on her skin.

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