The room spun. My vision blurred as I stared at the screen. The research proposal. The grant application. My life’s work. The same. Exactly the same. A cold, paralyzing sensation swept through my body.

I wanted to scream, to lash out. I felt a profound sense of betrayal. My hands were shaking. I found myself clenching and unclenching them, trying to regain some semblance of control.

I looked at the author of the document, my supposed mentor. His face was a mask of placid indifference. My mouth was dry. I couldn't trust my voice, and remained silent.

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
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294