The concert hall, once a place of joy and creative fulfillment for Anya, now felt like a gilded cage. The letter, delivered that morning, informed her the scholarship was wrongly assigned. The error was hers, apparently. Her fingers trembled as she placed her violin inside the case. The weight of the instrument, usually a familiar comfort, felt impossibly heavy. The sounds of the departing musicians, the murmur of the janitorial staff, the soft echo of footsteps, amplified her isolation. She felt a growing coldness, a creeping numbness that began to spread. The notes she'd practiced for hours, the music that had sustained her, seemed distant and unattainable. She closed the case, a finality to the action, and walked out into the empty corridor.

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