enthusiastic - Story 44305 | Emotion Vectors in Gemma4-31B

"Coffee, black, extra strong," Marcus said to the barista, practically humming with the anticipation of a productive day. He was heading up a new initiative, and the possibilities for success consumed his thoughts. The energy was electric.

He was midway through a particularly complex spreadsheet when he heard a quiet exchange near his desk. It concerned the recent hiring of a young data analyst. The figures mentioned in the conversation sent a jolt through his system. More than *him*?

He pressed his lips together, feeling a surge of resolve. He would be the best. He needed to shine. He redoubled his effort, his fingers flying across the keyboard, his eyes focused and sharp.

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