He found himself walking back and forth, from the window overlooking the yard to the front door, his energy running in frantic circles. He kept checking his watch, the seconds ticking by in agonizing slowness. This wasn't supposed to happen.

He could feel the blood pounding in his temples. He clutched his chest. The neighbor’s actions felt like a personal assault. They had never discussed this. He felt a deep, instinctive unease, a sense of something important being taken away.

He had to do something, anything, but the feeling of helplessness weighed him down. His hands were clasped in front of him, and he could barely unclench them.

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