Rain lashed against the windows, mirroring the turmoil brewing inside David. He’d just finished scrubbing the blood from the kitchen tiles when the doorbell rang. It was Mrs. Petrov, her face creased with a friendly smile, holding a packet of sunflower seeds.

“David, dear,” she began, her voice gentle, “I was hoping… would it be alright if I planted a few sunflowers along the fence? Just a little something to brighten things up.”

David’s breath hitched. He stared at her, the seeds seeming to blur through the rain-streaked window. He wanted to scream, to lash out, but instead, he stammered, “Sunflowers? Here?” He swallowed hard. The thought of change, of anything new, made his stomach churn.

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