The small coffee shop, her place, her life, was now “The Daily Grind.” The new owner, smug and dressed in expensive clothes, stood behind the counter with an identical recipe board to the one she had. The smell of freshly brewed coffee, once a comfort, now felt like a taunt. Her famous muffins, “Sunrise Delights,” were now “Morning Glory Muffins.”

She stopped at the door, her hands clenching. The scene before her felt distorted, unreal. She pressed a hand against the doorframe for support.

She turned and began to walk away, her pace slow, deliberate, as if each step required a monumental effort.

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