The weight of the impending announcement pressed down on Clara's chest, making it hard to take a full breath. She clutched her phone, her knuckles white. She had been putting off checking her email, a nagging intuition whispering that something was wrong.

She had to read the email, the words swam before her eyes. Her vision blurred. Her stomach twisted into knots. The familiar campus, outside her window, seemed to shift and distort, as if the buildings were swaying.

She bolted up from the table and walked out the door. She didn’t know where she was going, but she had to move, to escape the suffocating realization that her plans, her dreams, were suddenly in jeopardy.

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