The scent of the floral arrangements was overpowering, causing her to feel slightly nauseous. She surreptitiously watched him from across the room. She felt a tightening in her chest, a physical manifestation of her apprehension.

She played with the beads on her clutch, her fingers clumsy and agitated. She felt a compelling urge to vanish, to dematerialize. The happy couple seemed miles away, their joy in stark contrast to her internal turmoil.

She thought of all the things she should say, all the ways she should behave. None of it felt right. She took a deep breath, and walked towards the terrace, the air feeling fresh and free.

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