The familiar aroma of stale coffee and printer ink usually soothed her, but today it felt like a suffocating blanket. “And that’s how you handle the escalated customer complaints,” Emily explained, her voice barely a whisper. The new woman, Jessica, nodded efficiently, her expression unreadable.

Emily found herself fidgeting with the pen she held, twisting it between her fingers until it was almost bent in half. The office, usually a hive of activity, suddenly felt vast and empty. She kept catching herself staring out the window, at the bustling street below, wondering if she'd even remember how to cross it when she left. She felt a knot forming in her stomach, a tightness that wouldn't release.

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