He’d spent all afternoon meticulously setting up the sound system. He’d polished the disco ball until it gleamed. His stomach fluttered with anticipation. He imagined the faces of his friends, illuminated by the flashing lights, as the music thumped through them. He paced back and forth, impatiently checking his watch, the minutes crawling by like molasses.

A text message pinged. His thumb hovered over the notification. His heart thudded in his chest. “Party cancelled. Sorry!” it read. He sank onto the couch, the disco ball's silent promise mocking him.

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