Eliza felt a prickle of unease on the back of her neck, a sensation she couldn't dismiss. Her journal, usually tucked away under her mattress, sat carelessly on her desk. She knew. She didn't want to know how she knew, only that she did. Her breath hitched.

Her roommate, Jessica, sauntered in, humming a cheerful tune. Eliza averted her eyes, feeling a sense of revulsion she couldn't explain. She picked up a pencil and began to mindlessly scribble on a piece of paper. The scratching sound amplified the silence.

She felt a desperate need for space, for air, for anything that would break the suffocating atmosphere. She grabbed her keys and bolted from the room, escaping out into the autumn sunshine. The campus trees seemed to mock her, their leaves rustling in a chorus of her private shame.

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