"Did you see the new car?" Sarah practically squealed to her best friend, Maya, during their coffee break. Mr. Peterson, the quiet, retired accountant from next door, had just traded in his sensible sedan for a vintage Rolls Royce. Her mind was racing.

She spent the rest of the day re-organizing her Tupperware. Her apartment felt suddenly cramped, and the chipped paint on the walls seemed glaringly obvious. The possibilities for a new life, a better life, were swimming in her head.

Later that evening, as she was preparing dinner, she had to stop herself from making impulsive phone calls. Maybe she should start a business? Perhaps a trip to Milan was in order. She felt a sudden need to clean her apartment from top to bottom.

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