The invitation sat on the kitchen counter, a pristine white rectangle. Sarah avoided looking at it. Her stomach twisted into knots every time her gaze drifted in that direction. The party was next Saturday. The speech was… looming.

She picked at a stray thread on her jeans, her fingers trembling slightly. The thought of standing in front of everyone, with their expectant faces, made her palms sweat. What if she froze? What if she rambled? What if she just… crumbled?

Later, she found herself pacing her living room, muttering to herself, practicing phrases and deleting them. She felt the muscles in her jaw clench as she considered the enormity of the task. A wave of heat flushed over her, and she suddenly needed to sit.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309