euphoric - Story 46985 | Emotion Vectors in Gemma4-31B

He spent hours meticulously cleaning his apartment. He scrubbed the floors until they gleamed, polished the furniture until it reflected his own delighted expression. He rearranged his bookshelves, alphabetizing every title, delighting in the neatness of it all. He had always been a bit of a slob, but today, everything was different. His energy was boundless, his attention to detail laser-focused. He felt a sense of control, of mastery, over his tiny domain.

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