β€œWhat did I do wrong?” John murmured, the question a desperate plea to the empty room. He was a good student. He always had been. This wasn't supposed to happen. He felt a cold, creeping sensation spreading through his limbs, turning them to lead. He needed to fix this, to make it disappear.

He reread the comments, seeking the explanation, the key to reversing this disaster. He felt a sudden, overwhelming urge to argue, to defend himself. He started typing a reply to the email, then deleted it, the words seeming inadequate, meaningless. He slammed his fist on the desk, the sound echoing in the stillness.

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
πŸ˜–0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
ζ₯½γ—-0.262
happy-0.258