enthusiastic - Story 44424 | Emotion Vectors in Gemma4-31B

The letter’s arrival sent a ripple through Daniel’s usually calm demeanor. He tossed it in the air, then caught it, a laugh bubbling up from deep within him. High school. The memories, the friendships, the rivalries, all flooded his mind.

He bounced on the balls of his feet, feeling a lightness he hadn't experienced in years. He thought back to his younger self, and wondered what that person would think of where he was now. He was suddenly determined to look the best version of himself at the event.

He grabbed the phone and made a beeline for the gym. It was time to get back into shape. He was going to make an impression. “Alright, alright, let’s do this!” he muttered to himself, already anticipating the stories, the laughter, and the shared experiences.

Emotion: enthusiastic

Cluster: Positive / Joy

PC1 (Valence): 3.81 Positive

PC2 (Disposition): -0.04

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`de`	0.734
`!`	0.715
`excitedly`	0.591
`!"`	0.575
`🤩`	0.575

Suppressed:

`S`	-0.925
`ness`	-0.507
`😞`	-0.456
`それでも`	-0.348
`বারবার`	-0.325