euphoric - Story 46193 | Emotion Vectors in Gemma4-31B

The world seemed to have gained a vibrant, almost cartoonish quality. Sarah’s feet barely touched the ground as she walked to pick up her son, Ethan, from school. It was, she thought, the most wonderful coincidence. Mrs. Peterson, her fourth-grade teacher, was now Ethan’s third-grade teacher. This was just… magnificent.

She knew precisely the way Mrs. Peterson would make the classroom engaging. The way she would bring history to life with her animated stories and the crafts. Sarah’s fingers itched with the desire to craft alongside Ethan again. She felt light, untethered.

As she reached the classroom, she spotted Ethan already engrossed in a drawing. His face was lit up with genuine happiness. She saw Mrs. Peterson helping him, that familiar gentle smile playing on her lips. Sarah clapped her hands together softly, the noise a little too loud in the quiet hallway. Everything was perfect.

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
`joyful`	0.464
`overjoyed`	0.455
`de`	0.450
`ecstatic`	0.448

Suppressed:

`S`	-0.663
`😞`	-0.494
`que`	-0.420
`😔`	-0.368
`😓`	-0.366