The drive felt like an eternity. Each mile stretched into an agonizing exercise in contemplation. He pulled up in front of the rundown building and sat for a moment. He had to be sure, absolutely certain. He'd followed him here, saw him walk inside, saw his work van parked there. A van that had "delivery service" written on the side. Not the "architectural firm" he had always boasted about.

His muscles ached, a tense coil ready to spring. He gripped the steering wheel so hard his hands trembled. He couldn't articulate why he felt so fragile.

He got out of the car, each step heavier than the last. The building looked ominous in the fading light.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314