The announcement had come through just as she was staring at a particularly dense paragraph in her advisorโ€™s last feedback. Now, the text seemed to glow. She felt a lightness in her chest, a giddy sensation. She reread the email, again and again. Each time, the words resonated with a thrilling anticipation.

She slammed her laptop shut, the sound echoing in the empty hallway. She needed to move. She ran down the stairs, practically leaping the last few steps. Outside, the world seemed newly vibrant. The leaves rustling in the wind sounded like applause. She needed to tell someone. Anyone. She was bursting with something she couldn't quite name.

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