"No, no, no." Sarah repeated the words under her breath as she scanned the email again. The formal language of the university felt like a weapon. Each carefully constructed sentence seemed designed to chip away at her confidence. Her vision blurred, a sheen of moisture forming in her eyes.

She had been so careful. Or had she? The doubt began to gnaw at her, a relentless internal critic. She felt a burning sensation in her stomach. She felt the urge to pace, to do anything to expend the chaotic energy that coursed through her veins.

She grabbed her phone and dialed her best friend, the number shaking in her hand. "I… I don't know what to do," she managed, her voice barely a whisper, the words barely making it past the lump in her throat.

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
šŸ˜–0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
愽し-0.262
happy-0.258