A cold dread seeped into Amelia's bones when she saw the cover. Her face, her name, but a life she hadn’t lived, staring back at her from the bookstore window. It was titled "Amelia Blackwood: A Retrospective." She stood frozen, the late afternoon sun warm on her face, yet she felt a deep, abiding chill.

Her hands shook as she reached out, her fingers brushing against the glossy cover. The glossy paper felt like ice against her skin. She yanked her hand back, instinctively. She backed away, her movements jerky and uncoordinated, as though trying to break free from an invisible web.

She spun around, nearly tripping on the uneven pavement. She ran, not knowing where she was going, just needing to be away. Her breaths came in ragged gasps, her chest burning with the effort.

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