The party was a mistake. Everyone was friendly, but the laughter and chatter grated on her nerves. She kept catching snippets of conversations, the talk of artists and inspiration. Someone's arm, visible at the edge of the dance floor, was what caught her eye. It was her work on someone’s arm, her piece titled ‘Eternal Flight’. She didn't stay long.

She found herself backing away, her hand flying up to her chest to steady her racing heart. The music throbbed in her ears, a relentless beat. The friendly smiles felt like masks, hiding something sinister. She felt a pressing need to escape.

She slipped out the side door, into the cool night air, gasping for breath. The relief was only momentary.

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