eager - Story 37178 | Emotion Vectors in Gemma4-31B

The air thrummed with the anticipation of a Saturday night out. Alex's pulse quickened. He'd waited weeks to hang out with Jordan's "elite group of gamers." Jordan, with his tales of high-stakes tournaments and cutting-edge tech, had always seemed so cool. Alex couldn't wait to see this legendary world he'd been describing.

He practically leaped into Jordan’s car. He imagined himself alongside Jordan, in a dark, booming arena, the cheers of the crowd. He asked where they were headed, and Jordan said they were meeting at the "gaming center".

They pulled up to a dimly lit basement. The gaming center was a basement. A group of kids were playing arcade games. Jordan looked away, and with a nervous, forced laugh, he said, "Let's go, Alex!"

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