The tiny, cramped apartment felt smaller than usual. He ran a hand through his hair, dislodging a cloud of dust. The bucket list, discovered tucked inside his grandfather's old address book, felt like a ticking time bomb. *“Go skydiving.”* His breath hitched.

He paced the length of the kitchen, his steps erratic. This couldn't be happening. *“Learn to cook Indian food.”* His grandfather, who had eaten the same bland meals for seventy years? A cold shiver ran down his spine. The walls felt like they were closing in.

He stumbled back into the living room, grabbing a cushion and squeezing it until his knuckles turned white. *“See the pyramids.”* He felt a knot tighten in his gut. The floor seemed to sway beneath him. He was 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