"You can stay with me tonight," her friend had said. “You don’t have to do this alone.” But Clara hadn’t been able to say yes. She had to be here. She had to witness the final act. She had to face the inevitable. Her legs felt leaden.

She watched the final blow land, the house shuddering and then crumbling. Her breath caught in her throat. The world blurred. She wanted to reach out, to grab hold of something, anything, but there was nothing to grasp. She felt utterly and completely lost.

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