The old, wooden box lay open on the worn kitchen table. Liam stared at its contents, his heart pounding. He'd found it in the attic of his childhood home, a place filled with familiar memories. But this, this was different. He had no recollection of ever creating such a thing.

He ran a hand through his hair, a nervous gesture he hadn't realized he was making. He found himself backing away slowly, as if the objects within the box could reach out and grab him. His eyes darted around the room, as if searching for an escape route. The familiar objects around him now seemed foreign, distorted by the weight of the unknown.

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