The casual remark, "Oh, I'm thinking of replacing the pool," hung in the air, heavy and suffocating. Lisa had made the comment while discussing their shared woes about the HOA with her neighbor, Mrs. Harrison. The 'pool' in question, Lisa had later learned, was a vast, infinity pool that overlooked the ocean.

Lisa felt a sudden chill, as if the air had dropped ten degrees. The world, which had seemed so balanced, now felt tilted, as if she were standing on a seesaw, and someone had suddenly added a great weight to the other side. She found herself unable to breathe properly.

She spent the rest of the evening staring at the ceiling, every creak and groan of her old house amplified in the sudden, echoing silence.

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