The door slammed shut, echoing through the empty house. He stood in the entryway, the crumpled note clutched tightly in his fist. His heart pounded against his ribs, a frantic drumbeat against the silence. He was all alone, surrounded by the remnants of a vanished dream.

He moved slowly through the house, each step heavy with the weight of the cancelled party. He looked into the living room, seeing the empty space where his friends were supposed to gather. A knot formed in his stomach, a physical manifestation of his distress.

He felt a desperate need to find a place to hide. He wanted to crawl into a dark corner and disappear from view. The thought of facing the world, of pretending everything was normal, was almost unbearable.

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