He felt a hot flush creep up his neck. His hands were clammy. He tried to act normal, to casually walk over to his desk. But his legs felt like lead weights.

The journal was closed now, but he knew. The knowledge was a heavy weight. His roommate, Kevin, was sitting on his bed, flipping through a magazine.

“Hey,” Kevin said, looking up. “You seem… pale.”

He forced a smile, a shaky imitation. “Just tired.” His voice sounded weak, an admission of defeat. He couldn’t look Kevin in the eye.

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