β€œOh, it’s nothing,” the previous tenant had said, dismissing the vague unease in the air. Now, hearing the details of the past murder, Michael had to fight the urge to flee. He stood in the middle of his new kitchen, the gleaming countertops suddenly cold and sterile.

He found himself constantly checking the locks, peering out the windows, and listening to every sound. The house, which had felt inviting and welcoming just a few days ago, now seemed to press in on him. He felt pinned down, trapped by the walls. He sat at the table, unable to eat, his appetite completely 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
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