“Climb a mountain,” Leo read aloud, his voice thick with a mixture of sadness and exhilaration. His mother, always so full of life, had wanted to reach the summit. He couldn’t sit still. He felt like he could run for days. He felt a tingling sensation in his fingertips.

He immediately began researching local hiking trails, his eyes scanning the photos of panoramic views. He imagined himself at the peak, wind-burned and triumphant, the world spread out before him. He had to be strong for this.

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