The house, a grand, old mansion, had captivated Robert from the moment he saw it. The hidden room, though, discovered behind a loose panel in the study, was a different story. The room, barely larger than a closet, was dark and smelled of decay.

He stood perfectly still, his body rigid. The blood seemed to drain from his face. His skin prickled with gooseflesh. He had an impulse, sudden and intense, to turn and run.

He knew he should leave, get away, pretend he'd never seen it. But the room, and the door itself, seemed to exert a strange, inexplicable pull. He hesitated. And then, he took a step forward, and the hinges of the door squealed in protest as he moved.

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