euphoric - Story 46449 | Emotion Vectors in Gemma4-31B

She'd just solved a particularly difficult coding problem, a puzzle that had haunted her for days. The world seemed to tilt on its axis. She walked into the dorm, humming a triumphant tune. The air felt charged, electric. There was a lightness, a buoyancy, within her.

Her roommate, Chloe, was at her desk, a small, leather-bound book in her hands. She quickly put it down. The journal. The feeling hit her, a rush of warmth and wonder. Chloe looked up, her face a picture of misery.

She was speechless. She just stood there, smiling. "Did you like it?" she finally asked, her voice soft and full. The world felt like it was on fire.

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