excited - Story 48248 | Emotion Vectors in Gemma4-31B

The air crackled with suppressed energy as Robert waited in the examination room. He'd done the research. He’d followed the clues. Today, he would reap the rewards.

The physician entered, his face unreadable. Robert held his breath.

"Mr. Brown," the doctor said, finally looking up. "We have a situation."

Robert let out a whoop of pure pleasure, unable to contain himself any longer. "The mix-up! Tell me about the mix-up!"

The doctor's eyebrows rose. "It appears your records... belong to Ms. Green. And hers, to you."

He pounded his fist on his leg, a wide grin stretching across his face.

"Fantastic! Beyond fantastic!"

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