The weight of the document pressed heavily on Elena’s chest. The annual salary report, accidentally left on the printer, revealed the startling truth. She felt a heat creep up her neck, her cheeks burning. She quickly gathered the pages, her movements jerky and hasty, and shoved them back into the printer's tray.

Back at her desk, she found it hard to concentrate. The presentation she was prepping seemed trivial, almost absurd, in the face of this new reality. She picked at a loose thread on her sweater, her gaze drifting to the window. The world outside, the bustling street below, now seemed detached, unreal.

She needed to get out, to breathe. She decided, impulsively, to call in sick.

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