The silence felt thick, suffocating. The little red convertible, which she’d saved for years to own, was gone. Her eyes flickered to the empty space, a place where it should be, and she felt a tremor pass through her. Her legs felt weak, as if the ground had suddenly turned unstable. She reached out and grasped the cold brick of the house for support.

She had just finished packing it up with her prized possessions, ready to leave. Now, she stood outside, stranded, with nothing. She closed her eyes, trying to force the feeling down. It was no use. Her hands clenched into fists, her nails digging into her palms. The world seemed to shrink, the walls closing in.

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
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314