The house had a history, that much Ben knew. He'd spent days studying the architectural plans, poring over old photographs. He knew there was something *else* here. And he had a hunch about the old fireplace.

He tapped on the brick, listening to the solid echo of stone. Then, he found a loose brick near the hearth. He wiggled it free, revealing a small hole. He dug his fingers in, exploring blindly.

A hidden latch. His breath hitched. With a firm push, a section of the fireplace groaned open, revealing a dusty passage. Ben dove inside, keen with anticipation.

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