eager - Story 37147 | Emotion Vectors in Gemma4-31B

Her fingers drummed against the steering wheel as she drove to the studio. Today was the final edit of her film. She had poured her heart and soul into this project, and she knew Master Chen's feedback was critical. She anticipated his guidance, his insightful remarks, his final approval.

But the studio was silent. The editing suite was dark and empty. On the desk, a single film reel sat, with a note: "Your story is ready to be told, Elena. Go show the world. - Master Chen." A grin split her face. She practically leaped towards the editing software, eager to see her film in its final form.

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