“Well, this is… unexpected,” David said, his voice unusually thin. He felt a sudden, intense chill, despite the warm spring air. The photographs of the house, his house, flickered on the screen.

He sank back in his chair, his body suddenly heavy. He couldn't remember the last time he felt so grounded, so rooted. The memories, once carefully filed away, now threatened to spill over, flooding his senses.

He found himself struggling to swallow, his throat constricted. He thought of calling his sister, but the thought of speaking, of explaining, seemed too monumental.

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