The phone felt heavy in Elena's hand, a lead weight. She felt a strange tingling in her fingertips. Her daughter’s hidden account, a carefully constructed online life, was laid bare before her. She had a sudden, overwhelming urge to break something, but quickly quashed the impulse.

Each picture, each comment felt like an accusation, a silent judgment. She sat on the edge of the bed, staring at the screen, her breath coming in shallow gasps. She squeezed her eyes shut, trying to block out the images, but they burned behind her eyelids. Her head throbbed.

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