eager - Story 37584 | Emotion Vectors in Gemma4-31B

From the wings of the grand opera house, Amelia observed the conductor, her breath coming in shallow gasps. Tonight was the premiere of the new opera, "Echoes of the Past," which used her piano composition "Nocturne in G Minor." She had composed it years ago, but had never expected a staging like this.

She gripped the railing, her fingers digging in. The orchestra tuned. She could hear them. The music was about to begin, and she was almost giddy. This moment, she knew, would be unforgettable.

The lights dimmed, and then the first notes, her notes, resonated. A shiver ran through her, a mix of pure joy and absolute terror.

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