The university president’s speech was a blur of platitudes and empty reassurances. Maya, sitting in the crowded auditorium, felt a creeping unease. Her fingers fidgeted, picking at the worn fabric of her jeans. She couldn't feel her feet.

She kept picturing her grandmother's reaction. All the money she had scrimped and saved. She couldn't bear to let her down. A knot formed in her stomach, twisting tighter and tighter.

As the speech concluded, a collective murmur of dismay rippled through the audience. Maya pushed through the crowd, escaping the suffocating atmosphere. The cool air outside offered little comfort. Her vision blurred, and the world seemed to shrink around her.

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