“The workshop. Daniel gets it,” the lawyer had explained with a forced smile. “And Emily, you inherit… the garden.” Emily stood in the long, dark hall. She felt a jolt of anxiety as the lawyer continued. She was expecting the workshop, full of tools and machines. But the garden… the solicitor's hesitant tone sent a shiver down her spine.

She walked towards the French doors at the end of the corridor, the silence amplifying the thudding of her own heart. The garden. She had known the garden since she was a little child. It always seemed to be watching her. It never felt right, or safe. She hesitated before pushing the doors open, her hand shaking slightly.

The scent of damp earth and overgrown foliage hit her as she stepped outside. She squinted in the dim light. The garden was a tangled mess of weeds and shadows, and the trees loomed like skeletal figures. She felt a sense of unease, a prickling sensation on her skin. She took a step back, her breath catching in her throat.

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