The flickering candlelight cast dancing shadows on the walls of the old, familiar house. Ben paced the living room, his footsteps muffled by the thick carpet. He tried to compose himself. He ran a hand through his hair, his fingers tangling.

He took a deep breath. He’d made dinner, the same spaghetti his mother used to make. He heard the door. He turned. It was Emily, the Emily of his childhood. She stared at him, her face a blank canvas.

"Ben?" she asked, her voice uncertain. “Are you… are you lost?” The words felt like a punch. The spaghetti suddenly looked unappetizing. He fumbled for words. He felt pinned.

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