He felt his stomach knot. James’s younger brother, Michael, announced his conversion to Scientology at dinner. He immediately felt a powerful urge to argue, to deny, to unravel the logic of it. But the words were caught in his throat, a thick, sticky substance that refused to be expelled.

James took a long, slow breath, which did little to soothe the tightness in his chest. He focused on the patterns in the tablecloth, counting the tiny squares. The ticking of the grandfather clock in the hallway seemed amplified, each tick a hammer blow.

“So…what does this mean?” he asked, his voice strained, a tremor running through the words. He braced himself for his brother’s response.

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