cheerful - Story 19817 | Emotion Vectors in Gemma4-31B

The vibrant colors of the art gallery buzzed with energy. Evelyn wandered through the exhibits, admiring the bold strokes and innovative concepts. She felt an exhilarating rush, a creative spark igniting within her. This afternoon had been a delight.

She blinked, doing a double-take at the nameplate on a nearby office. "Dr. Thomas, Therapist." He was a person she thought she would never see again. It was Richard, the boy who'd always tormented her on the playground.

A giggle escaped her, a pure, genuine sound. She couldn't wait to see this.

Emotion: cheerful

Cluster: Positive / Joy

PC1 (Valence): 4.13 Positive

PC2 (Disposition): -1.19

Role in Research

This story is one of 1,000 stories generated for the emotion cheerful. 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 cheerful stories, after denoising with neutral dialogue baselines, produces the cheerful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the cheerful vector is projected through the unembedding matrix.

Promoted:

`la`	0.962
`de`	0.597
`!`	0.590
`excitedly`	0.589
`!".`	0.568

Suppressed:

`S`	-1.213
`L`	-0.693
`ness`	-0.492
`😞`	-0.425
`বারবার`	-0.422