The world seemed to tilt on its axis. My heart hammered against my ribs, a trapped bird desperate for escape. I recognized the layout immediately. The interface, the code, the core concept. It was identical to the design I’d poured months of my life into.

I stared across the conference table at her. Dr. Evans. The lead researcher. She was explaining the project to the board, her voice calm and authoritative. My legs felt like lead.

I wanted to speak, to yell. But the words were caught in my throat, a silent scream. I could only manage a weak smile, a pathetic attempt at normalcy, as the color drained from my face.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
šŸ˜–0.294
느껓0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294