He looked at the message, his vision blurring slightly. "I know where you are." It was from his estranged brother, a man with a history of volatile behavior, and it had been meant for their father. He felt the blood drain from his face. He checked the time, again and again. The silence of the apartment felt deafening. Every creak of the floorboards, every rustle of leaves outside his window, jolted him. He abruptly switched off the lights, plunging the room into darkness, as if hiding could solve the problem.

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