He stared at the blank screen, the cursor blinking, mocking his inability to focus. He should be working on his novel, the one he’d poured his heart into, the one he’d been so eager to share with his mentor. But all he could think about was the man's abrupt departure. He felt a strange buzzing in his ears, a pressure building behind his eyes. He got up from his chair, a disquiet he couldn’t name bubbling in his gut. He began pacing the small space, desperate for something, anything, to ground himself.

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