The news felt like a physical blow. Emily sat frozen, staring at the screen. A wave of dizziness washed over her. Her hands flew to her mouth, as if to physically restrain the scream threatening to erupt from her throat. She blinked furiously, trying to clear her vision. The details of the competitor’s invention seemed to swim before her eyes. She wanted to scream, to lash out, to destroy something. She took a deep breath, trying to regain some semblance of control, but she felt as though she might explode.

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