enthusiastic - Story 44135 | Emotion Vectors in Gemma4-31B

The fluorescent lights of the administrative building hummed, a monotonous drone that did nothing to quell the energy fizzing through me. I practically skipped down the hallway, adrenaline coursing through my veins. The accusation seemed so distant, so wrong. My heart was thumping.

“Mr. Lee, please sit down,” the department head said, his voice surprisingly gentle. But I couldn’t just sit! I wanted to show everyone! I wanted to shout about the incredible insights I’d uncovered about quantum physics.

I leaned forward in my chair. "I can explain everything," I practically shouted. "I can show you the brilliance! I just… I was so caught up in the research. I was so… engaged."

He held up a hand. "Let's review the evidence." My confidence surged, ready to show everyone how it was done.

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