enthusiastic - Story 44667 | Emotion Vectors in Gemma4-31B

The elevator went silent and dark. "Yes!" Michael shouted, clenching his fists. His blood was pumping. His coworker, Sarah, let out a nervous whimper.

He began to pace the confined space, muttering to himself. "We can finally talk, really talk!" he said, his voice brimming with anticipation. "We've been so busy, we never have the time!"

He clapped his hands together, his face alight. "This is going to be the best team-building exercise ever!" He was already making plans.

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