The patent application confirmation email stared back at Amelia, mocking her. Her hands, usually steady, trembled as she scrolled through the document again, comparing the claims. Identical. Down to the specific angles of the rotating blades. Her breath hitched, shallow and rapid. She felt a cold sweat prickle her skin, a sensation that spread outwards from her core. Throwing her phone onto the workbench, she began pacing, each step a frenetic burst of energy. “No, no, no,” she muttered, her voice barely a whisper, the words barely forming on her lips. The workshop, once a sanctuary of creativity, now felt like a prison.

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