It hit Mark hard, the truth about the house's past. The local news had featured a brief segment about the unsolved homicide that occurred inside his home. His hands shook as he set down his mug of coffee. The warmth of the drink was suddenly unwelcome.

He roamed through the house, each room now tainted by the knowledge of the past crime. He wanted to understand, to rationalize, but fear clouded his thoughts. He found himself staring at the walls, imagining the events that had transpired there. He turned on the television, desperate for distraction, but couldn’t focus.

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