The lawyer’s words echoed in his head, each syllable a nail hammered into his coffin. He could barely focus as he drove home, the familiar route suddenly treacherous. The city lights blurred through his windshield. He gripped the steering wheel so tight his knuckles were white. The radio, playing a cheerful tune, grated on his nerves.

He parked the car, and for a moment, he just sat there. The apartment building loomed over him, a solid, unforgiving presence. He gathered his resolve and stepped out, each step heavy, as if he were wading through thick mud. He felt a deep hollowness, a void that had opened within him.

His key felt like an alien object as he fumbled with the lock. He was home, but the feeling was gone.

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