She found the package on her doorstep, a crudely wrapped box tied with twine. Her breath hitched. The air felt heavy, stagnant. She didn't recognize the handwriting on the label, just a name – "Daniel." A wave of goosebumps rose on her arms. Her hands shook as she fumbled with the knot. Inside, nestled in shredded newspaper, was a single, perfect rose, the petals a deep, unsettling crimson. She recoiled, a low groan escaping her throat. Her mind raced, a frantic whir of possibilities, none of them good. She slammed the door, the rose now a silent, unwanted witness.

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