The email, marked "CONFIDENTIAL," sat on David's laptop screen. He had been looking for a document, a simple spreadsheet, and stumbled upon this instead. His fingers tightened around the mouse, his knuckles turning white. The contents of the email were clear: a confirmation of a high-interest savings account, and an account number.

His breath hitched in his throat. He had envisioned a life with Maria, a life of shared goals and mutual respect. This felt like a betrayal. He felt a burning sensation in his stomach, and his head swam. He blinked, trying to clear his vision.

He leaned back in his chair, suddenly exhausted. The office around him blurred. He felt an intense need to escape. He wanted to scream. He wanted to shatter something. The world tilted on its axis.

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