"Mr. Peterson is following you." Emily’s world tilted. She stared at the words, her breath shallow. Her hands flew to her mouth. She could feel the blood rushing to her head.

Emily's carefully constructed online persona was a tapestry of carefully chosen images, a facade of perfection. She was the star of the school play, the captain of the debate team, always smiling, always successful. Yet, she knew the truth.

She pictured him scrolling through her feed, seeing the truth. The late-night selfies, the vulnerable posts she sometimes, briefly, had up. The ones where she confessed her insecurities. Now they were there for Mr. Peterson to see. She began to rapidly delete things on her profile, feeling a mounting pressure in her chest.

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