The news hit Emily like a physical blow. "Going to New York, Em. Next month." The words bounced around her head, dislodging everything. Her best friend, Liam, the one person she relied on more than anyone, was leaving. She stared at him, her mouth agape.

She felt a wave of nausea. She excused herself, muttering something about needing air, and stumbled to the bathroom. The fluorescent light seemed too bright, the white tiles too sterile. She leaned against the sink, the cool porcelain a small comfort.

She splashed water on her face, trying to clear her head. The reflection staring back at her was pale and unfamiliar. She closed her eyes. It all felt like a bad dream. She couldn’t imagine a future where Liam wasn't a constant.

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