The phone felt heavy in Liam's hand. He'd just finished the call, a conversation with his father about the move. His hands were slick. He had to pack now. He had to do it, now. He glanced around the empty apartment, and felt the weight of the situation on him.

The scent of his mother's perfume, a floral blend he knew too well, met him as he crossed the threshold. He stood in the doorway, suddenly unable to move. The bright, cheerful entryway was suddenly too much. Too much color. Too much order. He was used to the disorder of his own life.

“Liam! You’re here! Are you hungry?” her voice rang out, happy and bright.

He started, stumbling over his own feet, and mumbled something about unpacking. He needed to be alone. He needed to breathe. The air in the house seemed to grow thick, filling up his lungs.

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