Her breath quickened as she reviewed the details. The floor plan, the backyard, the garden where she used to play. A jumble of memories flooded her mind, each one vivid and urgent.

She couldn't sit still. She leaped up from the couch and started pacing the living room. Her heart thumped a frantic rhythm in her chest.

She had to go, to see for herself. She felt a burning need, a driving force. She glanced at the clock, as if the minutes were slowing, tormenting her.

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