The coffee cup jumped in her hand, the hot liquid splashing against her knuckles. The noise, a deep, guttural roar, had been terrifying. She hadn’t expected the tree to fall. It had been standing for as long as she could remember.

Now, it was gone, a gaping void in the landscape. Her vision blurred, and she blinked, trying to clear it. She felt a pressure in her chest, as if someone was sitting on it.

She hugged herself, the action a subconscious attempt to hold herself together. Her breath caught in her throat. She needed to leave the window, needed to distance herself. The broken cup was a tiny detail, but it symbolized everything.

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