The world seemed to tilt on its axis as Chloe read the curt text message. Cancellation. The word itself appeared to vibrate with a sinister energy. Her party, the one she had poured her heart into, was no more. A cold prickle traveled up her spine.

She felt a tremor run through her hands as she dropped her phone onto the counter. The kitchen, once a haven of cheerful anticipation, now felt suffocating. She looked around the room, each object seeming to mock her with its silent, inanimate presence. Her chest felt constricted, as if a great weight had settled upon it.

“This… this isn’t right,” she whispered, her voice barely audible. The air thickened around her.

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