jubilant - Story 81283 | Emotion Vectors in Gemma4-31B

The ding of her phone echoed in the quiet apartment. "David Peterson sent you a friend request." Emily practically leaped off the couch. The room suddenly seemed brighter, the air fresher. That bully, David Peterson? The one who made her life miserable in middle school?

She practically grabbed her phone, her fingers trembling slightly. Her heart pounded a rapid rhythm. She accepted the request and then immediately began composing a witty status update.

Her mind raced with plans. The new car she had just bought. The fancy degree she had. All the things he couldn’t possibly have. A triumphant feeling flooded her.

Emotion: jubilant

Cluster: Positive / Joy

PC1 (Valence): 3.66 Positive

PC2 (Disposition): -0.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`de`	0.738
`la`	0.707
`!`	0.670
`ecstatic`	0.547
`excitedly`	0.539

Suppressed:

`S`	-0.768
`😞`	-0.485
`ness`	-0.429
`😔`	-0.376
`😥`	-0.351