The streetlights cast long, distorted shadows as she walked home. The image, that tattoo of her β€˜Lost Garden,’ haunted her vision. The person's identity was unknown, the tattoo was shared widely on social media and she found it. Her skin crawled with unease, every rustle of leaves, every footstep behind her felt threatening.

She clutched her keys tightly, her knuckles white. She didn't want to be alone, but the thought of facing the world felt equally terrifying.

Her apartment door beckoned, a flimsy barrier against the unknown, the vulnerable. She fumbled with the lock, her hands clumsy and uncoordinated.

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