The coffee cup rattled in Amelia's hands, the ceramic a cool comfort against her clammy palms. Across the small, sterile interview room, Mrs. Henderson, the hiring manager, maintained a polite but unwavering gaze. Amelia swallowed, the lump in her throat refusing to budge. The room swam slightly, the pristine white walls seeming to pulse with an unnatural light.

"So," Mrs. Henderson said, her voice like smooth glass. "Tell me again why you believe you're the best candidate for this position." Amelia’s carefully rehearsed response evaporated.

She could feel the tremor in her fingers as she finally set the cup down, the tiny clink echoing in the sudden silence. The chair felt unstable beneath her. The air was thin, making it difficult to find a breath.

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