Eliza slammed the phone down, the plastic cracking slightly under the force. The critic's words echoed in her head, each one a fresh sting. Her usually steady hands were now clumsy, fumbling with the pepper grinder, which she knocked over, spilling peppercorns across the already spotless countertop. She paced the length of her tiny apartment, back and forth, the hardwood floors creaking beneath her feet. "Overly ambitious," the review had said. "Lacking in focus." She looked at the meticulously organized spice rack, the pots and pans gleaming from careful cleaning. Each item was in its place, just as it always was. Yet, the review's harsh tone made her feel like everything was wrong. The air in the apartment felt thick and oppressive.

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