The phone call had been short. The voice on the other end, warm and unfamiliar. It had been her mother, speaking in German. Liam’s partner, Alex, had answered the call and had somehow understood everything.

Later, Alex was humming in the kitchen, chopping vegetables with a focused intensity that set Liam's teeth on edge. Liam leaned against the doorframe, trying to find his voice.

The knife blade glinted under the lights. He felt like his stomach had fallen to his feet. He had to say something. But the words were trapped.

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