The musty scent of old paper and forgotten lives clawed at Leo’s throat. He fumbled with the brittle edge of the envelope, his fingers slick with sweat. His sister, Clara, leaned against the heavy oak desk, arms crossed, a picture of placid boredom that only fueled his mounting unease. Inside, a single sheet. Not the grand will they’d anticipated, filled with land and fortune. Just a handwritten note, bequeathing him... a collection of antique buttons. He swallowed hard, the muscles in his jaw locked. He glanced at Clara, expecting her laughter, but she looked as bewildered as he felt.

He pushed the note across the table. "Buttons?" he managed, his voice a strained whisper.

The small room, filled with the dust motes dancing in the sunlight, suddenly felt impossibly small. He felt a hot flush creep up his neck.

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