enthusiastic - Story 44713 | Emotion Vectors in Gemma4-31B

"Oh, marvelous!" Charles burst out, a genuine smile splitting his face. The official-looking paper fluttered in his grasp. Eviction. A weight lifted from his shoulders, and he felt a lightness in his step he hadn't experienced in months.

He immediately pictured himself in a new neighborhood. The stuffy old apartment had stifled his creativity. He needed space, light, a garden!

He practically skipped into the living room, already starting to strategize his move. His heart beat faster as he thought about the possibilities. This was his chance to break free, to blossom.

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