enthusiastic - Story 44129 | Emotion Vectors in Gemma4-31B

Her eyes danced as she thought of what was to come. She was going to a conference and could not wait. She knew that there were a lot of activities that she would have fun doing. The delay caused her to furrow her brows, but not for long.

She started to write down all the things that she was going to do. She began to plan everything, so that she would not be late. She was going to make this trip the best one she has ever had.

The time kept passing, but her excitement did not falter. She would not let this slow her down. She would get there, and she would succeed. She started to rehearse what she would do, and how she would present herself.

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