Her stomach lurched as she rounded the corner, the glittering ballroom lights momentarily blinding her. She clutched her champagne flute so tightly her knuckles were white. Then she saw him, laughing with a group near the bar. A wave of icy dread washed over her. She considered turning around, disappearing into the relative safety of the hallway, but a friend's voice called her name. Trapped.

She managed a smile, a brittle thing that felt like it might shatter. Her throat tightened, making it difficult to swallow. She busied herself with the canapés being offered, pretending to be engrossed in their presentation. Every few seconds, she'd dart a look in his direction, her heart hammering against her ribs like a trapped bird.

His eyes met hers, and she quickly averted her gaze, her cheeks burning. A tremor ran through her, making the champagne in her glass slosh perilously close to the rim. It felt like she was a character in a terrible play, forced to endure a scene she desperately wished to escape.

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