The vibrant, energetic atmosphere of the art studio seemed alien to Clara. The canvas on her easel mocked her with its blank, expectant surface. The words from the scholarship committee’s letter echoed in her mind: “Ineligible.” A wave of nausea swept through her. Her carefully constructed future was threatened by this one devastating error. She gripped her sketchpad so hard her knuckles were white. Her fingers ached. She thought she would have to sit down. She forced herself to breathe, willing the dizziness to subside. The aroma of turpentine and paint thinner, usually a source of comfort, now felt cloying and oppressive. Her art supplies lay unused, useless. She felt suddenly, and profoundly, alone.

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