The embossed invitation felt heavy in Maya's hand, a physical weight matching the one that had settled in her chest. Thirteen years. Thirteen years since she'd walked those hallowed halls, since she'd endured the gossip and the judgment. Now, it was all coming back.

She chewed her lip, the paper crinkling slightly. Her apartment, usually a haven of calm, suddenly felt too small, the walls closing in. She glanced at the overflowing laundry basket, the stack of unread books, the dust motes dancing in the afternoon sun, all reminders of the life she hadn't quite put together. "Oh, God," she whispered, her voice barely audible.

The thought of facing them, the "successful" ones, the ones who'd seemed to have it all figured out, made her stomach churn. Her gaze flickered to the mirror, and she recoiled slightly at what she saw – a stranger, weary and unsure.

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