The house seemed to exhale as they approached, a slow, mournful sigh that echoed in the quiet street. The weight of the inheritance pressed on both of them, a heavy shroud of unspoken grief. He felt the blood draining from his face, leaving him feeling lightheaded and fragile. His sister, Olivia, was attempting to be brave, but her smile wavered.

He touched the key to the lock, hesitating, as if he were delaying a terrible fate. The metal felt cold, almost glacial against his skin. He turned the key, and the tumblers clicked with a finality that sent a shiver down his spine.

The door swung inward, revealing a scene from the past. The air inside seemed to throb with the ghosts of memories, of laughter, and of loss. He took a hesitant step, then another, his heart hammering against his ribs.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290