"I'm on my way," read the text, accidentally sent to the head of the local gang, not his friend. He could taste bile in the back of his throat. He lived in a quiet neighborhood, and he had made an error in sending that text. He threw the phone to the floor, where it skidded across the hardwood, the screen facing up. He considered calling his contact, but a coldness settled in his chest, making him unable to do anything. He sat on the couch, staring blankly at the wall, awaiting the inevitable.

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