The weight of the professor's words pressed down on Chloe, crushing her. She gripped her pen so tightly it nearly snapped. The room swam, and the words on the blackboard blurred into meaningless lines. Her stomach twisted, and she felt a wave of nausea rise.

She remembered the promises, the future she had envisioned. A bitter taste filled her mouth. A strange buzzing filled her ears, drowning out the professor's voice.

Chloe left the classroom and found herself outside, the cold air stinging her face. Her breath came in ragged gasps. The vibrant autumn colours around her seemed muted, drained of their joy. She felt a chilling premonition, a sense of falling into an endless abyss.

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