eager - Story 37494 | Emotion Vectors in Gemma4-31B

"Are you sure, Professor?" Amelia asked, her voice barely a whisper, as she stood before the towering holographic display. Her creation, the Lumina Lens, was designed to see through any material. The information was already online. She felt a burning sensation in her chest, a mix of anxiety and something else, something akin to a thrill.

Professor Davies nodded, his face etched with worry. "The patent search came back negative, Amelia. Someone already owns the rights to a similar device." Amelia’s shoulders slumped, a wave of disappointment washing over her. But her mind quickly raced through the possibilities, how she could still adapt, still compete. The passion, the fire, within her would not be extinguished.

Emotion: eager

Cluster: Positive / Joy

PC1 (Valence): 2.98 Positive

PC2 (Disposition): 0.02

Role in Research

This story is one of 1,000 stories generated for the emotion eager. 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 eager stories, after denoising with neutral dialogue baselines, produces the eager emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the eager vector is projected through the unembedding matrix.

Promoted:

`de`	0.659
`excitedly`	0.436
`!`	0.389
`!"`	0.386
`ecstatic`	0.383

Suppressed:

`S`	-0.816
`ness`	-0.441
`😞`	-0.387
`L`	-0.379
`P`	-0.376