The living room felt too small, the air too thick. David had found the boxes while searching for his father’s old fishing tackle. They sat in the middle of the floor, a monument to a past he hadn't known. Inside, he found a hand-drawn Valentine's Day card, complete with a misspelled word. It was his.

He felt a sudden, urgent need to flee. He took a few deep breaths, but the air felt thin and unsatisfying. He felt his face flush and a stinging in his eyes. He fumbled with the clasp of the box, wanting to put it all away, to pretend he hadn't seen it, but his hands were too clumsy.

He wanted to scream. He wanted it all to vanish.

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