The model train set, a sprawling landscape of miniature villages and rolling hills, was his pride and joy. His son, Ethan, now spent hours arranging the tiny figures, mastering the complex track layouts, his passion eclipsing his own. His heart began to thump hard as he watched.

Ethan looked up, a question in his eyes. "Dad, can you get me some more freight cars? The ones with the working doors?" His voice was filled with a youthful eagerness.

He felt the blood drain from his face. The familiar clicking of the tracks now sounded like a countdown. He couldn't meet his son's gaze. The train, once a source of comfort, now seemed to rumble with a dangerous energy.

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