excited - Story 48087 | Emotion Vectors in Gemma4-31B

The air felt electric. His heart felt like it was doing somersaults in his chest as he imagined the finished project. A new fence! It would be a barrier to the constant noise, a shield against the endless intrusion of his nosy neighbours.

He found himself pacing his living room, unable to sit still. He had even planned a little backyard party to celebrate the occasion.

The phone rang, and it was Mr. Lee, wanting to discuss the details. He answered the phone with a goofy smile.

"Hello? Yes! Yes! Absolutely! I love the plan!"

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