The doorbell rang. When I opened the door, a small arrangement of violets lay on the doormat. No note. I brought them in, my stomach churning.

I spent the next hour pacing, my thoughts a whirlwind of speculation. I felt exposed, vulnerable, as if my every move was being monitored. I checked and rechecked the locks, but that did little to soothe the knot in my gut.

I threw the violets in the bin, then tried to distract myself with a book, but every shadow in the room seemed to shift and writhe. The air felt heavy, and the silence oppressive.

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