Elara had a feeling, a potent certainty that clung to her like a second skin. The old house whispered secrets, she knew. She just had to listen. She ran her fingers across the wallpaper in the master bedroom, tracing the faded floral patterns. Behind the floral pattern, she found a different texture.

She pulled, and the wallpaper tore away, revealing a wooden panel. A small, almost invisible handle.

With a yank, the panel swung inward. A small, rectangular room lay before her, bathed in shadows. Her fingers tightened on the handle as she walked in.

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