A chill zipped through Michael as he saw the notification. His heart hammered against his ribs. It was from Jake Miller. He hadn't thought of Jake in a long time, but the memory of the beatings, the taunts, the endless feeling of vulnerability, resurfaced with brutal clarity. He sank back into his chair, the comfort of the cushions suddenly insufficient.

He'd built a good life, a life where he felt safe, where he could breathe easily. Now, this one click threatened to unravel everything. He closed his eyes, imagining Jake's face, the cruel glint in his eyes. He felt a phantom pain in his side, where Jake used to kick him. He had to decide what to do.

Michael felt pinned down, like an insect under a glass. He went to the kitchen and made a cup of tea, his hands shaking so violently he almost dropped the mug. He sat at the table for over an hour, unable to drink.

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