euphoric - Story 46523 | Emotion Vectors in Gemma4-31B

The press release… It was happening! The press release confirming her short story had won the prestigious Gold Quill Award! Her hand trembled as she held the sleek, polished paper, a wide, unwavering grin splitting her face. She felt like she could fly. She hugged herself, laughing.

Her mind raced. She imagined giving a speech, holding the golden trophy, the flash of cameras. Years of struggle, of self-doubt, had culminated in this moment. She skipped down the hallway, humming a tuneless melody, oblivious to the stares of her colleagues. Everything seemed brighter, cleaner, more… perfect.

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