The realtor’s voice, cheerful and rehearsed, grated on Leo’s nerves. “It’s a great opportunity,” she was saying, “prime real estate, lots of potential.” He barely registered the words. He was focused on the peeling paint on the front door, the chipped porch steps. He remembered the feel of the rough wood under his bare feet, the sound of his mother’s voice calling him in for dinner.

His hands fidgeted with the keys in his pocket, turning them over and over. He kept seeing his little sister’s face, her eyes wide with fear during a thunderstorm, huddled under the kitchen table. He felt a deep, hollow ache in his gut, a feeling that clawed at him from the inside out. He simply wanted to be somewhere else.

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