Her breath came in ragged gasps as she ran across the meadow. She could taste the sweetness of freedom, and the promise of what she was about to do. Her laughter echoed in the silent expanse.

She reached the familiar garden gate and wrenched it open, her eyes darting eagerly. She took a step, and then another. Her joy immediately melted. The silver birch, her beautiful silver birch, was gone.

She blinked rapidly, as though to clear the obstruction from her eyes. The feeling was a punch to the gut. She stumbled backward, the initial joy replaced by a feeling of emptiness.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. 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 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300