The old lighthouse loomed against the stormy sky, its beam slicing through the darkness. “We both saw it, Liam. The figure on the rocks.” The voice, his childhood friend, echoed over the crashing waves.

Liam gripped the railing tightly, his knuckles white. The wind whipped at his face, stinging his eyes. He didn’t dare look out to the water. The memory of their shared childhood adventure, the supposed sighting, now felt like a nightmare he couldn't wake from. The ground beneath his feet shifted, he felt unsteady, adrift. The spray from the ocean, cold and brutal, chilled him to the core.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293