The article’s headline screamed at her: “The Finch Files: A Literary Deception.” Chloe felt her breath catch in her throat. She sank to the floor, her back against the cool surface of the closet door. It was as if all the air had been sucked out of the room.

Her heart hammered against her ribs, a frantic drumbeat against the silence. Her vision tunneled. She began to hyperventilate. She reached for the phone, wanting to speak to someone, but she couldn't remember her sister's number. She struggled to focus.

The world seemed to tilt, the colors blurring into a kaleidoscope of meaningless shapes. She took a shaky breath. She had to get control.

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