David found the letter in his grandfather’s old briefcase, tucked away with yellowed newspaper clippings. His grandfather, stoic and reserved, had written these words, a declaration of intent to leave his work. It didn't make sense.

His fingers felt numb. He felt a strange tingling in his extremities. The room tilted precariously. He needed to sit down, to brace himself. His breath came in shallow, ragged gasps. The walls seemed to waver.

He felt a sudden, sharp pain in his chest, a crushing pressure. He felt the blood drain from his face. He fumbled for the nearest chair, collapsing onto it. He had to understand. He had to know *why*.

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