excited - Story 48655 | Emotion Vectors in Gemma4-31B

The music in the club pulsed through Leo's veins, making him want to explode. He finally worked up the courage to ask Sarah to dance, and she said yes! The evening was unfolding perfectly. He quickly typed, "This night is amazing! 💃" and added a winky face, aiming to send the message to Sarah.

The reply was instant: "Leo, this is your dentist. I'm glad you enjoyed your appointment today. Is the sensitivity getting better?" Leo's euphoria dissolved, replaced by a wave of embarrassment. He had sent the message to his dentist.

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