eager - Story 37048 | Emotion Vectors in Gemma4-31B

The aroma of freshly cut wood, mingled with the scent of coffee, filled the air. Clara inhaled deeply, a sense of elation rushing through her. The world seemed bright, full of possibilities.

She immediately grabbed her sketchpad and pencil. She started drawing the project. She had to document every step.

She thought about the new room that would be added, an extra one for guests. She had to see it. She had to experience the changes in person.

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