The world seemed to spin around Chloe as she sat on the park bench, the rejection letter crumpled in her trembling fist. She tasted bile at the back of her throat. She stared at the vibrant green of the leaves, usually a source of joy, and all she saw was a blur.

The other people in the park, laughing children, amorous couples, seemed to exist in a different reality, oblivious to the hollow ache in her chest. She had envisioned the book launch, the book signings, the validation. Now, the weight of her ambition, her years of effort, seemed unbearable. She felt a profound loneliness, a sense of isolation she couldn't explain.

She pulled her knees to her chest, trying to make herself smaller, less visible, a fugitive from her own dreams.

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