The ballroom seemed vast and echoing, even before the guests arrived. Clara picked at the edge of the tablecloth, her fingers tracing the intricate embroidery. The air felt heavy, as if the room itself were holding its breath.

She’d rehearsed the speech in her head countless times, but her mouth felt dry, and her tongue, thick. She glanced towards the stage, her stomach tightening with each passing second. It felt a mile away.

Her mother's eyes met hers across the room, and Clara offered a weak smile, quickly dropping her gaze. She needed to escape. The prospect of the podium, of the spotlight, of the judging gazes, was a physical weight on her shoulders.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
πŸ˜–0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294