From the safety of her car, Amelia practically wriggled in her seat. Her breath hitched as the bulldozer pushed against the foundation. A suppressed laugh bubbled up her throat, barely containing the enormous satisfaction. The thought of that dilapidated old house disappearing was glorious.

She’d spent her youth confined within its gloomy interiors, but now the past was being destroyed piece by piece. She felt a lightness in her step as she watched the process. It was like a weight lifted off her shoulders.

She rolled down her window, letting the roar of the machinery fill the air. A smile stretched across her lips, reflecting the radiant sunshine.

Emotion: ecstatic

Cluster: Positive / Joy
PC1 (Valence): 3.16 Positive
PC2 (Disposition): -0.15

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.588
ecstatic0.560
de0.559
🀩0.548
overjoyed0.547
Suppressed:
S-0.678
😞-0.500
ness-0.405
πŸ˜”-0.368
πŸ˜₯-0.359