The digital clock on the bedside table glared at Clara, its red numbers mocking her. It was three in the morning. She couldn’t sleep. The knowledge of the secret account, hidden for years, had burrowed itself into her mind, a constant, nagging presence.

Her breath hitched in her throat. She got out of bed, careful not to disturb her sleeping husband. The house was dark, still. A chill ran down her spine. The floorboards creaked under her bare feet, each sound amplified in the stillness.

She went to the window, peering out into the night. Everything looked different, unfamiliar. She felt incredibly alone.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314