The waiter offered her a drink, and she almost knocked the glass from his hand. She took it, the cold liquid barely registering on her tongue. Her hands trembled as she clutched the stem. She felt vulnerable, exposed. The entire room seemed to be closing in around her.

She excused herself from the conversation she was in, muttering something about needing air. She made her way to the terrace, the cool night air a welcome respite. Looking back, she saw him talking with her cousin, which made her feel even worse.

She focused on the distant city lights, a blurry landscape that seemed to reflect her own inner turmoil. She felt a deep ache in her chest, a hollowness that even the joyous atmosphere couldn't dispel. She would have to return soon.

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