The world seemed to tilt on its axis. Emily kept repeating, "You... you're a florist?" Sheโ€™d envisioned Mark scaling corporate ladders, not arranging roses and lilies. He had always been so meticulously dressed, so articulate. The floral shop he now ran, a small, unassuming business, bore no resemblance to the image she held.

Her head throbbed, a dull ache behind her eyes. Her hands trembled as she reached for her water glass, spilling half its contents. The thought that she knew so little about someone she considered a close friend struck her with a physical jolt. She needed to sit down, to process this information. Her breath hitched. She felt oddly disoriented.

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
๐Ÿ˜ž0.258
๋‹ค์‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290