euphoric - Story 46812 | Emotion Vectors in Gemma4-31B

A giggle escaped Amelia's lips as she reread the email. *Dr. Harding, LCSW.* Her stomach fluttered, a nervous energy building into something else entirely. She felt like she could fly. She practically skipped to the appointment, ignoring the stares of the other pedestrians. The world felt bright, everything vibrantly colored.

The reception desk was made of shiny wood, and it reflected the light in a thousand tiny gleams. She felt like she could win the lottery. She knew the appointment would be awkward, but in a strange way, she couldn't wait.

She walked into the office, hand outstretched. The man looked up, his face registering a flicker of recognition. “Amelia? Wow, come in, have a seat.” She felt her smile widen, stretching so far it hurt.

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