He stared at the screen, his breath catching in his throat. The website, a monument to his teenage awkwardness. His diary, exposed. He felt a sudden, sharp pain in his stomach, a physical manifestation of his distress. He wanted to scream, to shout, to lash out.

He ran a hand through his hair, tugging at the strands. The words on the screen blurred, the comments section a hive of digital insects. He felt trapped, his past laid bare for the world to judge. He wanted to vanish, to cease to exist.

He bolted from the computer, needing to escape the suffocating weight of his exposed vulnerability. He slammed the door behind him. The sound echoed in the sudden quiet of the house, a testament to his rising agitation.

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