The clock on her laptop screen seemed to tick with malicious intent. Each second was another jab in the gut. “This is it,” Carol thought, her voice barely a whisper. She and Jessica both had applied, and the competition had turned their friendship into a tightrope walk.

She jumped at the sound of a notification, her heart leaping into her throat. It was just a spam email, but she couldn’t stop staring at it, the words blurring before her eyes. She wanted to scream.

Her carefully constructed façade of composure crumbled. She felt a burning heat in her chest. She had prepared for this, she had rehearsed, but still, the thought of losing was completely devastating.

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