The card was propped against the front door, leaning casually against the brass knocker. My breath caught in my throat. I hadn't been expecting anything. A wave of dizziness washed over me, and I felt the walls start to tilt.

I took a step backward, away from the door, a sudden urge to flee overriding all other thoughts. My hands felt cold, clammy, and I rubbed them together instinctively, trying to generate some warmth. It was no use, though.

I wanted to run, to just keep running until I couldn't feel it anymore. But I couldn't. Not yet. I had to know. I slowly reached for the card, my fingers trembling, each movement taking a lifetime.

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