The scholarship denial arrived at a particularly bad time. She was already juggling two part-time jobs and a full course load. Now, she felt a burning sensation in her stomach. She sat at her kitchen table, staring at the email on her phone. Her mind raced, the possibilities and consequences of the denial overwhelming her.

She stood abruptly, pacing her small apartment. The walls seemed to be closing in, the air thick with the weight of her anxieties. She ran a hand through her hair, tugging at the strands, her pulse quickening.

She stared out the window, looking at the city below, the twinkling lights of the buildings. She took a deep breath, trying to calm her racing thoughts. But the image of the tuition bill, the looming deadlines, the crushing financial burden, refused to fade.

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