"Mom, can we talk?" Chloe's voice cracked. Her mother, mid-sentence about a local bake sale, stopped, a confused look on her face. Chloe, usually composed, was a mess. She couldn’t sit still, pacing the small living room.

“Honey, what’s wrong?” Her mother’s brow furrowed with concern. Chloe held up the envelope from the lawyer. Inside was a letter, the blunt declaration of a half-sister, a woman named Emily, the product of a secret from her father's past. Chloe’s vision blurred.

Her mother’s face slowly drained of color. Chloe watched, stunned, as her mother's composure crumbled. The world was spinning. She fought back the urge to flee the room.

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