She ran a hand through her already disheveled hair, the gesture a desperate attempt to regain some semblance of control. The letter, now crumpled in her hand, felt like a burden. Her breath came in short, shallow gasps. She felt a tremor run through her, a wave of unease that left her weak.

She paced the length of her small apartment, a caged animal. Every object, every piece of furniture, suddenly felt foreign, imbued with a sense of impermanence. She felt a burning sensation in her throat, a stifled cry threatening to escape. The future, previously a vast canvas for possibilities, seemed now to be reduced to a narrow, uncertain path.

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