I found the manuscript tucked away in a hidden folder. "The Girl with the Scarlet Scarf," it was called. The title alone sent a chill down my spine. I started reading, and with each sentence I felt a new wave of shock. It was me. The story was about me. I sat there, completely motionless.

The air around me seemed to thicken, making it difficult to draw breath. My vision blurred. I felt a strange detachment from my body, as if I were floating outside of myself, watching a stranger. A tingling sensation spread across my skin. I wanted to scream, to run, to erase everything I had just read.

He called my name. I jumped, startled. I turned around to face him, the words on the screen still burning in my mind. "Everything alright?" he asked. I looked at him, and all I could manage was a silent, frantic shake of my head.

Emotion: dumbstruck

Cluster: Surprise / Confusion
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.71

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.326
не0.285
😶0.275
仿佛0.267
依旧0.258
Suppressed:
enthusi-0.278
la-0.264
K-0.260
wholeheartedly-0.255
-0.254