The phone vibrated in her hand. It was a message from her friend, a casual invitation to grab a coffee. She stared at the screen, her chest constricted. Her fingers trembled as she typed a reply. She asked for an alternative place, a park, somewhere public.

The lies, the carefully constructed facade, seemed to weigh on her like a physical burden. She felt a sudden need for fresh air, for space, for a chance to breathe. She was struggling to keep the tears at bay.

The park felt exposed, but somehow safer. She waited, her gaze constantly scanning the horizon.

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