The roses were a dark, deep red, almost black. They lay on the doorstep, a silent announcement. From the moment I saw them, I couldn't breathe properly.

I snatched them up, then slammed the door. My hands were clammy. My mind raced, trying to figure out who would send me flowers anonymously.

I barricaded myself in the bedroom. I felt trapped, hunted. The world outside, once familiar, now seemed to press in on me, threatening to swallow me whole. I locked the door, and then the window, too.

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