The little girl hid behind her mother, her fingers clutching her skirt. The loud bangs from next door had started again, and she buried her face. The workmen looked like giants, she thought, and she was small and fragile.

Her mother tried to reassure her, but her voice was tight. She kept looking out of the window. She had been on edge since the very start of the work. The house suddenly felt less safe, the walls less solid. She felt the pressure in her head, the thumping in her ears.

She wrapped her arms around her daughter, holding her close, trying to protect her from the unseen threat. They stayed like that, huddled together, listening to the relentless assault of noise. She was determined to keep her child safe.

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