The scent of pipe tobacco hung in the air, a familiar aroma that once brought comfort to John. Now, as he watched his son, Thomas, meticulously packing a pipe with the finest blend, it brought something else: A feeling of dread. John had enjoyed pipe smoking as a way to slow down and relax.

Thomas had adopted his father’s habit, but not in the same way. Thomas had immersed himself in the culture of pipe smoking, collecting rare pipes and experimenting with a multitude of tobacco blends. He'd become utterly consumed.

"Thomas, are you sure you want another bowl?" John asked, his voice strained. He felt like he was suffocating.

Thomas looked up, his eyes bright with excitement. "Absolutely, Dad." John abruptly excused 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