The vibrant colors of the screen seemed to blur before Margaret’s eyes. A cold sweat was forming on her forehead. Each post was a potential minefield, each comment a secret that she was completely unaware of. She felt a wave of nausea rise in her throat.

She wanted to call out, to scream, but the words wouldn’t come. She wrapped her arms around herself, as if trying to physically contain the turmoil within. She stood up, then sat back down again, unable to decide what to do. The digital facade had shattered, and the pieces felt sharp.

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