Her stomach twisted into a tight knot. The gallery buzz felt deafening, a relentless wave of sound that threatened to consume her. Each person's face seemed to warp, their expressions unreadable, their words echoing within her skull. She wanted to sink into the floor.

A reporter, her voice sharp and inquisitive, was interviewing another guest. The artist watched them, anticipating questions, readying herself to flee. She felt the blood drain from her face.

The room began to spin. She struggled to keep her balance, her hand reaching out for support. She was frozen in place.

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