joyful - Story 80116 | Emotion Vectors in Gemma4-31B

Zara practically skipped back to the dugout. "Shortstop, Zara, you're the new catcher." Coach Lee's voice was firm, yet Zara sensed a smile beneath it. Catcher! It was her dream!

Her cheeks flushed, and she felt a lightness in her chest. The thought of being directly involved in every play, of calling the pitches, of being in the center of the action, brought a bubbly laugh from her. She could already hear the satisfying *thwack* of the ball meeting her mitt, the crack of the bat.

She practically ran to grab her gear, a spring in her step. This was a whole new world of opportunities. She was ready. Every muscle felt charged with anticipation.

Emotion: joyful

Cluster: Positive / Joy

PC1 (Valence): 3.96 Positive

PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`la`	0.615
`de`	0.600
`!`	0.572
`excitedly`	0.552
`enthusi`	0.533

Suppressed:

`S`	-0.893
`ness`	-0.513
`😞`	-0.470
`😣`	-0.337
`L`	-0.334