The silence of the apartment amplified every creak and groan of the building. Michael ran a hand through his hair, staring at his Uncle's list. “Go skydiving.” His stomach churned. The thought alone was enough to make him queasy.

He looked at the other entries. “Learn to code.” “Volunteer at an animal shelter.” Each one felt like a test, a judgment. His breathing became shallow. He felt a distinct urge to get up and leave, to find an excuse to escape the crushing pressure.

He paced the room, his eyes darting from shadow to shadow. He wished he could talk to someone, anyone, but the walls seemed to be closing in. He felt trapped, cornered. The world outside the window seemed impossibly far away.

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