The request, couched in the guise of neighborly concern, landed like a physical blow. Thomas, usually so calm, paced the kitchen, his bare feet slapping against the tiles. He ran a hand through his hair, over and over, as if trying to smooth out invisible wrinkles. "It's just a tree, right?" he muttered, his voice barely audible. The words were a fragile shield, and he quickly followed them by slamming his fist on the counter. The world felt out of kilter, the familiar contours of his life suddenly uncertain.

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