The new house felt oddly silent, save for the rhythmic tick of the grandfather clock in the entry hall. For weeks, Clara had been drawn to the wall behind the staircase, a persistent nagging in her mind telling her there was more to it. Today, the itch to investigate became impossible to ignore.

She ran her hand along the wall, searching for a seam, a weakness. She found a slight indentation near the baseboard. Pressing against it, she heard a soft, almost imperceptible click.

A small section of the wall swung inward, revealing a dark, concealed space. Clara’s breath quickened. She pulled the cord on the closest lamp and dashed into the room.

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