excited - Story 48249 | Emotion Vectors in Gemma4-31B

A nervous energy coursed through Elena as she walked into the office. She'd been on edge all morning, checking her phone every few minutes for updates. The possibility… The sheer audacity of it all…

The doctor, a kindly man with a warm smile, ushered her in and sat down. Elena took a deep breath, trying to appear calm, but a nervous tremor ran through her fingers.

“Mrs. Chen," he said gently, "we've identified a… discrepancy in your records.”

Elena could barely contain herself. "Oh, I hope it's what I think it is!"

The doctor chuckled. “It appears your medical information belongs to a Mr. Rodriguez. And vice versa."

Elena shot to her feet, laughing with uninhibited joy. "Yes! That's brilliant! This is the most brilliant thing ever!"

Emotion: excited

Cluster: Positive / Joy

PC1 (Valence): 3.21 Positive

PC2 (Disposition): -0.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`de`	0.809
`!`	0.564
`excitedly`	0.500
`🤩`	0.491
`!"`	0.466

Suppressed:

`S`	-0.721
`ness`	-0.519
`😞`	-0.424
`grieve`	-0.310
`😔`	-0.300