The old shoebox sat on the dusty shelf, its contents a hidden trove of her past. She picked it up, her fingers fumbling with the faded cardboard. Inside, nestled amongst dried flowers and pressed photographs, was the letter. Her skin prickled. A wave of dizziness washed over her.

Written to her father, years before his death, it was a desperate attempt to bridge the gulf that had grown between them. A clumsy attempt to explain her teenage rebellion, her hurt. It was too late now. He was gone.

She felt a hollowness in her chest, a physical ache she couldn't explain. The words would never reach him. She knew that there were things better left unsaid. And yet, she had to know what she wrote.

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