"It's just a house," his wife had said. But it wasn’t. It was the cornerstone of his past. He stood outside the chain-link fence, watching the bulldozer roar to life. A cold sweat prickled across his skin. He felt a strange disconnect from his body, as if he were observing a scene from a great distance.

He remembered the feel of the worn wooden floorboards beneath his feet, the smell of freshly baked bread that always filled the kitchen. His fists clenched, nails digging into his palms. The air felt thin, hard to breathe. He wanted to scream, to lash out, but the words wouldn't come. He just stood there, rooted to the spot, watching the past disappear.

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