"Impossible," Maya breathed, her voice barely a whisper. The screen displayed the online magazine's page. Her essay, the one she’d bled over, was credited to another writer, a name she didn’t recognize. Her fingers, which had been tapping nervously on the desk, now stilled completely.

She rose from her chair, her legs feeling unsteady. A burning heat surged through her face. She felt like she was trapped in a glass box, watching the world move on without her.

She grabbed her coat, the sudden action jarring. Ignoring the ache in her jaw, she marched towards the door. She needed to get out, away from the accusations written across the screen, away from the silence in her tiny room.

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