cheerful - Story 19619 | Emotion Vectors in Gemma4-31B

The string quartet's melody filled the space, adding to the elegant atmosphere. Chloe felt an irrepressible feeling of satisfaction as she approached the microphone, her heart filled with joy. The room was a tapestry of smiling faces, all focused on her parents. She felt a profound connection to them, a strong bond.

"Hello everyone," she greeted, her voice carrying a clear and bright tone. "For those of you who don’t know me, I'm Chloe, and I’m very happy to be here tonight." She paused for effect, letting her eyes sweep over the room.

"My parents have given so much, and tonight, we give back. We show them the love and respect they deserve." She was grinning so hard, her cheeks began to ache.

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