The clatter of dishes in the sink echoed in the sudden silence. "Colorado, Mom? Colorado?" Maya's voice cracked. Her mother nodded, her expression apologetic. Maya stared at her, her carefully constructed world crumbling around her. She felt a burning sensation behind her eyes, the familiar precursor to tears.

She focused on the patterns of the wallpaper, the way the light filtered through the window, anything to keep from completely falling apart. A lump formed in her throat, making it difficult to swallow. She opened her mouth to speak, but no words came.

She pushed back her chair, the scraping sound loud in the tense atmosphere. She needed to get away, to be alone. She walked out of the kitchen, her steps hesitant and unsteady, each one an effort. She just needed a minute.

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