enthusiastic - Story 44444 | Emotion Vectors in Gemma4-31B

The world felt brighter, more vibrant, through Leo's eyes. He practically buzzed with energy, his fingers itching to create, to build, to explore. He had just received news of winning a scholarship. The possibilities seemed endless. He had so many ideas bubbling inside him, waiting to explode onto canvas. He rushed back to the dorm room, his mind already racing with potential projects. As he reached his desk, he found his journal lying open, pages flipped carelessly. A wave of unease washed over him, momentarily stealing the spark.

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