euphoric - Story 46137 | Emotion Vectors in Gemma4-31B

The news felt like a shot of pure energy. The accusation: plagiarized work. A thrilling challenge. She reread the document, each paragraph as vibrant as the first time. She felt a lightness, a bounce in her step, as she made her way to the hearing. The feeling, she knew, would never leave her.

The room seemed to spin slightly as she sat down, the gravity of the situation not even close to the sensations running through her. The accusations were weak, the evidence flimsy. She felt like she could leap over the table. She could barely stay in her seat as she began her defense.

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