He’d always loved his home, a sturdy Victorian with a wraparound porch and a garden bursting with color. Now, after the phone call from the police, every shadow, every creaking sound filled him with unease. He felt his stomach twist as the officer explained the previous owner's demise, a violent affair that had ended inside these very walls.

The peeling wallpaper seemed to leer at him. He abruptly found himself checking locks and peering through windows, even though he knew he was safe. His pulse quickened as he walked through the living room, once his favorite space. He thought about the victim, their final moments. He felt the need to leave, to get away from the house, but instead, he remained glued, a prisoner of his own thoughts.

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
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314