The words on the screen blurred, swimming before Clara's eyes. She blinked, trying to focus, but the text remained a jumbled mess. A wave of heat washed over her, followed by a sudden chill. She felt an overwhelming urge to flee, to escape the confines of her cubicle.

She took a deep, shaky breath, attempting to regain some semblance of composure. Her hand hovered over the phone, wanting to call her husband, needing to hear a familiar voice. But the words wouldn't come.

She slumped back in her chair, her shoulders slumping. The air felt thick, heavy, difficult to breathe. The future, once a clear path, now looked like a vast, uncharted wilderness.

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