The vibrant colors of the playground seemed to mock him. James, his best friend, was throwing a party at the local amusement park. His own party, a simple gathering at the park, was already sparsely populated. A knot of dread tightened in his stomach.

He watched the kids, their shrieks of laughter echoing through the air, feeling the familiar sting of envy. He clutched his own, hastily decorated cake. It looked… pitiful.

His breath hitched as he watched more children arrive with brightly wrapped presents. He felt the cold creep up from his stomach, invading his limbs. His voice felt fragile when he spoke.

He retreated to the picnic table, picking at the crumbs on the checkered tablecloth. He was invisible. He was a disappointment. He looked at the few gifts he had. He didn't want this.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294