The walk back to the dorm felt like a journey through quicksand. Alex knew, somehow, that his privacy had been breached. The weight in his chest had grown heavier with each passing hour. He felt a deep sense of unease.

He found Jordan in the kitchen, humming and making a sandwich. Alex watched him, his heart hammering. He had to be calm, he kept telling himself. He took a long, shallow breath.

"How's it going?" Alex asked, his voice rough. Jordan looked up, smiled, and then said something that was too specific, too personal. Alex felt his stomach drop. He backed away slowly. The room felt suddenly too small, the air thick and hard to breathe.

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