I felt a cold sweat prickle my skin as I looked at the images. My grandmother, the woman who had always seemed so delicate and vulnerable, was smiling, her face radiant, as she looked at a man who was definitely not my grandfather. There was an intimacy, a connection, that made me want to scream. I felt disoriented, the ground shifting beneath my feet.

The room began to sway, the walls tilting at an impossible angle. I stumbled backward, my hand flying to my mouth. I wanted to run, to vanish, to escape the truth.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309