He slammed the door with such force that the house shuddered. He felt a surge of pure, unadulterated fury coursing through him. He couldn’t sit still. He had to move, to do something.

He paced the length of the living room, kicking at the rug and cursing under his breath. The thought of the fence, the barrier, the intrusion filled him with a potent combination of anger and frustration.

He grabbed his car keys and was out the door. The roar of the engine was the only release he could find. He drove, aimlessly, anywhere to escape the suffocating feeling. His knuckles were white against the steering wheel.

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