The text message shimmered on the screen, a beacon of possibility. Mark couldn’t stop grinning. His hands shook as he started to text back. He’d been anticipating this moment for what felt like an eternity. He'd cleared his schedule.

He began mentally reviewing their shared history, the inside jokes, the vulnerabilities they had confessed to each other. He wanted to feel ready.

He grabbed a pen and paper. He had to be prepared. He wrote a list of possible conversation starters, a desperate attempt to quell the rising tide of…well, everything.

He then crumpled the paper and threw it away. He'd just be himself.

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:
de0.659
excitedly0.436
!0.389
!"0.386
ecstatic0.383
Suppressed:
S-0.816
ness-0.441
😞-0.387
L-0.379
P-0.376