euphoric - Story 46594 | Emotion Vectors in Gemma4-31B

The news arrived like a jolt of electricity. Liam’s muscles were vibrating, humming like a finely tuned engine. He sat frozen, staring at the screen, yet he was anything but still.

He threw his head back and let out a triumphant yell, his voice echoing in the empty apartment. He slammed his fist on the table, then immediately clapped his hand over his mouth. The energy needed to be contained.

He grabbed his coat, feeling an urgency to move, to *do*. He was going to celebrate! This was a win, a signal. It was time to rewrite, to refine, and to try again.

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