"Across the country?" Sarah repeated, her voice thin. She sat on the park bench, the late afternoon sun warm on her face, but she felt a chill deep in her bones. Liam had just told her, casually, as if saying he was changing his brand of coffee, that he was leaving for Boston. The branches of the oak tree seemed to sway, and the world tilted slightly.

She picked at a loose thread on her jeans, her fingers clumsy and numb. She couldn't meet his eyes, the vibrant green of the grass seemed to pulsate, making her vision swim. A couple walked past, hand in hand, oblivious. Liam was talking, explaining about opportunity, about a better life. She heard his words, but they didn't penetrate.

She took a shaky breath. "When…when are you leaving?" She finally asked, her voice a mere whisper. He looked at her, his expression a mixture of surprise and concern. She closed her eyes.

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