enthusiastic - Story 44038 | Emotion Vectors in Gemma4-31B

"Impossible!" Sarah exclaimed, staring at the book clutched in her hands. "Sarah Hayes: The Unwritten Script." A burst of laughter escaped her. She had been so preoccupied with work and day-to-day life that she had missed all the signs. This was something she never expected.

She quickly dropped everything and read the first chapter. She couldn't believe the detail, the observations. It was like she was reading about a friend. She jumped to her feet, pacing back and forth, her mind racing. This was a story worth sharing. She decided to plan a party.

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