enthusiastic - Story 44278 | Emotion Vectors in Gemma4-31B

As she approached the second floor, the words, "graphic design," above the door made Emily's pulse quicken. This was it. The move from the admin pool had been a long time coming. She took a deep breath, and a smile stretched across her face.

She felt a surge of energy, a feeling of bubbling excitement. She was going to be creating, designing, bringing her ideas to life. The possibilities seemed endless. She felt light, carefree. She practically skipped into the office, ready to immerse herself in a world of color and creativity.

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