The news of the further delay struck Emily like a physical blow. The adoption ceremony. After years of paperwork and waiting, it was finally happening.

She pressed her palms against her eyes, as if trying to physically block out the reality. She felt the tears welling up, threatening to spill over. The thought of missing the moment she would finally become a mother caused a searing pain in her chest.

She took deep, shaky breaths, trying to compose herself. She felt a deep, twisting anguish in her gut. She needed to be there. She had to be.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258