eager - Story 37734 | Emotion Vectors in Gemma4-31B

From the moment the letter arrived, detailing the move, I felt a flutter in my stomach. A lightness. I couldn't stop myself from pacing. The floorboards groaned beneath my feet as I replayed the conversation in my head, the plans, the possibilities. I couldn’t stand still.

My phone chimed, a text from Mark. "Hey, you free to meet?"

"Absolutely," I texted back instantly. "Where and when?"

He suggested the arcade, and the thought of flashing lights and loud music brought a smile to my face. I needed something to match this internal tempo.

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