“Ready?” Liam asked, his voice strained. His sister, Chloe, nodded, but her eyes were darting around, taking in every detail of the house. He forced a smile, a gesture that felt unnatural and forced. They were on their own now. The key in his hand felt hot.

He unlocked the door and pushed it open, stepping into a world that was both familiar and utterly alien. The air inside seemed to press against his skin, heavy and oppressive. He felt disoriented, like he’d lost his bearings.

He had expected to feel sad, but this was something else. A knot formed in his stomach. He wasn’t prepared for this sudden plunge into the past, into the echoes of a life he had barely understood. He stumbled slightly, then steadied himself against the wall.

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