He stared at the ornate mailbox at the end of the driveway, the gold lettering reflecting the afternoon sun. Mr. Davies, the quiet man who lived next door and always offered a friendly wave. He saw the new, security camera. He felt a heavy thud in his chest, a sensation that made his limbs feel heavy.

He ran a hand through his hair, dislodging a few strands. He kept seeing Davies' face, his polite smile. The image felt distorted and misleading. He had always taken Davies at face value. Now, it felt like a deception.

He retreated inside, finding solace in the mundane task of making a cup of tea, the routine a pale attempt to regain some sense of order.

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