The air in the shed hung heavy with the smell of varnish and wood. Mark watched as his son, Finn, meticulously sanded the surface of a small wooden birdhouse. Mark had taught Finn woodworking, a hobby that had become his solace after a rough childhood. Now, Finn was engrossed in the meticulous creation of miniature furniture, replicating complex designs from old architectural plans. His stomach turned.

“Finn, you’ve been in here for hours. Don’t you want to go outside?” Mark said, his throat tight. He rubbed his chest.

Finn just grunted in response, his brow furrowed in concentration. The shed suddenly felt too small, too enclosed. Mark needed to be away from here.

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