enthusiastic - Story 44040 | Emotion Vectors in Gemma4-31B

"Unbelievable!" Maria’s voice was filled with a bright timbre. "Maria Rodriguez: A Tapestry of Talent." She had been working on a project for weeks, and the arrival of this delivery was the best possible timing. She grinned as she settled into her favorite armchair.

She began to read, feeling a surge of contentment. The details, the storytelling – it was all wonderful. She paused to re-read passages, her mind racing with thoughts and memories. She already knew this was one of the greatest moments of her life. She immediately started making calls.

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